1
|
Azher S, Mills A, He J, Hyjazie T, Tokuno J, Quaiattini A, Harley JM. Findings Favor Haptics Feedback in Virtual Simulation Surgical Education: An Updated Systematic and Scoping Review. Surg Innov 2024; 31:331-341. [PMID: 38486132 PMCID: PMC11047018 DOI: 10.1177/15533506241238263] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/28/2024]
Abstract
BACKGROUND Virtual simulations (VSs) enhance clinical competencies and skills. However, a previous systematic review of 9 RCT studies highlighted a paucity of literature on the effects of haptic feedback in surgical VSs. An updated systematic and scoping review was conducted to encompass more studies and a broader range of study methodologies. METHODS A systematic literature search was conducted on July 31, 2023, in MEDLINE, Embase, and Cochrane. English language studies comparing haptic vs non-haptic conditions and using VSs were included. Studies were evaluated and reported using PRISMA-ScR guidelines. RESULTS Out of 2782 initial studies, 51 were included in the review. Most studies used RCT (21) or crossover (23) methodologies with medical residents, students, and attending physicians. Most used post-intervention metrics, while some used pre- and post-intervention metrics. Overall, 34 performance results from studies favored haptics, 3 favored non-haptics, and the rest showed mixed or equal results. CONCLUSION This updated review highlights the diverse application of haptic technology in surgical VSs. Haptics generally enhances performance, complements traditional teaching methods, and offers personalized learning with adequate simulator validation. However, a sparsity of orienting to the simulator, pre-/post-study designs, and small sample sizes poses concerns with the validity of the results. We underscore the urgent need for standardized protocols, large-scale studies, and nuanced understanding of haptic feedback integration. We also accentuate the significance of simulator validation, personalized learning potential, and the need for researcher, educator, and manufacturer collaboration. This review is a guidepost for navigating the complexities and advancements in haptic-enhanced surgical VSs.
Collapse
Affiliation(s)
- Sayed Azher
- Department of Surgery, McGill University, Montreal, QC, Canada
- Simulation, Affect, Innovation, Learning, and Surgery (SAILS) Lab, Faculty of Medicine and Health Sciences, McGill University, Montreal, QC, Canada
| | - Aralia Mills
- Simulation, Affect, Innovation, Learning, and Surgery (SAILS) Lab, Faculty of Medicine and Health Sciences, McGill University, Montreal, QC, Canada
| | - Jinzhi He
- Simulation, Affect, Innovation, Learning, and Surgery (SAILS) Lab, Faculty of Medicine and Health Sciences, McGill University, Montreal, QC, Canada
| | - Taliah Hyjazie
- Simulation, Affect, Innovation, Learning, and Surgery (SAILS) Lab, Faculty of Medicine and Health Sciences, McGill University, Montreal, QC, Canada
| | - Junko Tokuno
- Steinberg Centre for Simulation and Interactive Learning, Faculty of Medicine and Health Sciences, McGill University, Montreal, QC, Canada
| | - Andrea Quaiattini
- Institute of Health Sciences Education, Faculty of Medicine and Health Sciences, McGill University, Montreal, QC, Canada
- Schulich Library of Physical Sciences, Life Sciences, and Engineering, McGill University, Montreal, QC, Canada
| | - Jason M. Harley
- Department of Surgery, McGill University, Montreal, QC, Canada
- Simulation, Affect, Innovation, Learning, and Surgery (SAILS) Lab, Faculty of Medicine and Health Sciences, McGill University, Montreal, QC, Canada
- Steinberg Centre for Simulation and Interactive Learning, Faculty of Medicine and Health Sciences, McGill University, Montreal, QC, Canada
- Institute of Health Sciences Education, Faculty of Medicine and Health Sciences, McGill University, Montreal, QC, Canada
- Research Institute of the McGill University Health Centre, Montreal, QC, Canada
| |
Collapse
|
2
|
Mohammadi V, Shahbad R, Hosseini M, Gholampour MH, Shiry Ghidary S, Najafi F, Behboodi A. Development of a Two-Finger Haptic Robotic Hand with Novel Stiffness Detection and Impedance Control. Sensors (Basel) 2024; 24:2585. [PMID: 38676202 PMCID: PMC11055014 DOI: 10.3390/s24082585] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/09/2024] [Revised: 04/07/2024] [Accepted: 04/12/2024] [Indexed: 04/28/2024]
Abstract
Haptic hands and grippers, designed to enable skillful object manipulation, are pivotal for high-precision interaction with environments. These technologies are particularly vital in fields such as minimally invasive surgery, where they enhance surgical accuracy and tactile feedback: in the development of advanced prosthetic limbs, offering users improved functionality and a more natural sense of touch, and within industrial automation and manufacturing, they contribute to more efficient, safe, and flexible production processes. This paper presents the development of a two-finger robotic hand that employs simple yet precise strategies to manipulate objects without damaging or dropping them. Our innovative approach fused force-sensitive resistor (FSR) sensors with the average current of servomotors to enhance both the speed and accuracy of grasping. Therefore, we aim to create a grasping mechanism that is more dexterous than grippers and less complex than robotic hands. To achieve this goal, we designed a two-finger robotic hand with two degrees of freedom on each finger; an FSR was integrated into each fingertip to enable object categorization and the detection of the initial contact. Subsequently, servomotor currents were monitored continuously to implement impedance control and maintain the grasp of objects in a wide range of stiffness. The proposed hand categorized objects' stiffness upon initial contact and exerted accurate force by fusing FSR and the motor currents. An experimental test was conducted using a Yale-CMU-Berkeley (YCB) object set consisted of a foam ball, an empty soda can, an apple, a glass cup, a plastic cup, and a small milk packet. The robotic hand successfully picked up these objects from a table and sat them down without inflicting any damage or dropping them midway. Our results represent a significant step forward in developing haptic robotic hands with advanced object perception and manipulation capabilities.
Collapse
Affiliation(s)
- Vahid Mohammadi
- Department of Biomechanics, University of Nebraska Omaha, Omaha, NE 68106, USA; (V.M.); (R.S.)
| | - Ramin Shahbad
- Department of Biomechanics, University of Nebraska Omaha, Omaha, NE 68106, USA; (V.M.); (R.S.)
| | - Mojtaba Hosseini
- Institute of Computer Science, University of Bonn, 53115 Bonn, Germany
| | | | - Saeed Shiry Ghidary
- Center for Health Innovation, Staffordshire University, Staffordshire ST4 2XE, UK;
| | - Farshid Najafi
- School of Mechatronic System Engineering, Simon Fraser University, Surrey, BC V5A 1S6, Canada
| | - Ahad Behboodi
- Department of Biomechanics, University of Nebraska Omaha, Omaha, NE 68106, USA; (V.M.); (R.S.)
| |
Collapse
|
3
|
Kim HW, Pawluk DT. The use of magnets for the nonvisual construction of syntax-based tangible object assemblies by individuals who are blind or visually impaired. Assist Technol 2024; 36:101-115. [PMID: 37171411 DOI: 10.1080/10400435.2023.2213733] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/02/2023] [Indexed: 05/13/2023] Open
Abstract
Many students have difficulty in mastering syntax when programming. To alleviate this problem, the Scratch programming language was developed to have a visual block-based drag and drop code editor, where the shapes of the blocks and animation are used to make the syntax intuitive. To similarly make syntax intuitive to individuals who are blind or visually impaired (BVI) using tangible code blocks, a method needs to take into account perceptual processing differences between the senses and implementation differences between the physical and virtual world. The studies in this paper examined the effectiveness of using localized reciprocal shape information in combination with magnetic attraction for providing intuitive feedback about syntax. Supplementing the use of localized reciprocal shape constraints with magnetic attraction increased the accuracy and perceived ease of use by blindfolded BVI users to detect whether blocks successfully connected and, therefore, represented a code segment with valid syntax. This did not appear to change significantly with changes in the size and weight of the blocks, although stronger magnetic connections appeared preferred. We also introduced a "stopper" design to allow for code blocks to have exceptions to the regular syntax rules, while not adding complexity to the majority of code blocks.
Collapse
Affiliation(s)
- Hyun Woo Kim
- Department of Biomedical Engineering, Virginia Commonwealth University, Richmond, Virginia, USA
| | - Dianne Tv Pawluk
- Department of Biomedical Engineering, Virginia Commonwealth University, Richmond, Virginia, USA
| |
Collapse
|
4
|
Huang Y, Huang S, Liu Y, Lin Z, Hong Y, Li X. Application of virtual reality and haptics system Simodont in Chinese dental education: A scoping review. Eur J Dent Educ 2023. [PMID: 38148502 DOI: 10.1111/eje.12984] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/05/2023] [Revised: 08/09/2023] [Accepted: 11/21/2023] [Indexed: 12/28/2023]
Abstract
INTRODUCTION Virtual reality (VR) and haptic simulation technology have been increasingly implemented in dental training. Since the first haptic VR dental simulator (Simodont) was introduced 10 years ago, it has been applied in more than 40 universities in mainland China. This scoping review aimed to review literature, showcasing the teaching reform of dental virtual simulation in mainland China to global dental education peers. METHODS This scoping review was conducted using the PRISMA extension for scoping review guidelines. Seven electronic databases were searched, and two reviewers independently performed the selection and characterization of the studies. RESULTS The final scoping review included 12 studies. Four studies focused on the G. V. Black class II cavity, three on manual dexterity skills training, two on full metal crown preparation, one on pulpal access and coronal cavity preparation, one on flipped classroom teaching, and one on 'doctor-patient communication' skills. DISCUSSION The most critical scenarios, self-assessment, working posture, curriculum setting, training and cost are analysed and discussed. CONCLUSION Haptic simulation technology is a valuable complementary tool to the phantom head in dental education. The combined utilization of these two training devices has been superior to either in isolation. However, there is a lack of research on the sequencing of the two systems, as well as the appropriate distribution of curriculum between them. It is necessary for educators to organize or engage in experience sharing, collaboration and knowledge dissemination. These actions are essential for promoting effective teaching within dental educational institutions.
Collapse
Affiliation(s)
- Yudong Huang
- Hospital of Stomatology, Guanghua School of Stomatology, Guangdong Provincial Key Laboratory of Stomatology, Sun Yat-Sen University, Guangzhou, Guangdong, China
| | - Shuheng Huang
- Hospital of Stomatology, Guanghua School of Stomatology, Guangdong Provincial Key Laboratory of Stomatology, Sun Yat-Sen University, Guangzhou, Guangdong, China
| | - Yangjingwen Liu
- Hospital of Stomatology, Guanghua School of Stomatology, Guangdong Provincial Key Laboratory of Stomatology, Sun Yat-Sen University, Guangzhou, Guangdong, China
| | - Zhengmei Lin
- Hospital of Stomatology, Guanghua School of Stomatology, Guangdong Provincial Key Laboratory of Stomatology, Sun Yat-Sen University, Guangzhou, Guangdong, China
| | - Yun Hong
- Hospital of Stomatology, Guanghua School of Stomatology, Guangdong Provincial Key Laboratory of Stomatology, Sun Yat-Sen University, Guangzhou, Guangdong, China
| | - Xiaolan Li
- Hospital of Stomatology, Guanghua School of Stomatology, Guangdong Provincial Key Laboratory of Stomatology, Sun Yat-Sen University, Guangzhou, Guangdong, China
| |
Collapse
|
5
|
Carpegna G, Scotti N, Alovisi M, Comba A, Berutti E, Pasqualini D. Endodontic microsurgery virtual reality simulation and digital workflow process in a teaching environment. Eur J Dent Educ 2023. [PMID: 37715540 DOI: 10.1111/eje.12946] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/03/2023] [Revised: 04/22/2023] [Accepted: 07/30/2023] [Indexed: 09/17/2023]
Abstract
INTRODUCTION Computer simulations are stimulating increased attention in dentistry. Augmented reality superimposes a virtual scenario over an existing reality and allows interaction with it. Virtual reality (VR) simulates a fully immersive situation permitting the user to experience the full environment in real time. Haptic technology provides tactile and realistic force feedback for the user to experience the immersive situation as if they were really there. Preclinical training is important to gain familiarity with difficult surgical techniques and to implement interpersonal skills. Developing a valid assessment of surgical simulation is challenging. This paper wants to present a newly realized VR simulation in endodontic microsurgery through the developmental digital workflow, the demonstration of a haptic VR scenario and student self-assessment and self-reflection feedback. METHODS The volumes were exported in a stereolithography format to prepare and optimize in terms of shape and shade for the VR simulation. The graphics and touchable haptic solid were created using Virteasy Editor, which allows the transformation of 3D surfaces into graphical and volumetric haptic solids depending on their material (enamel, dentine, pulp and bone). Users were asked to execute the osteotomy and root-resection preparation. The assessment criteria were determined, and the feedback statements were created by a questionnaire with fixed answers. Objective and qualitative criteria for assessing the preparation were obtained from the literature. RESULTS This study provides proof that it is possible to provide reliable and clinically relevant qualitative feedback with a VR simulator. CONCLUSION VR simulation offers an innovative approach with all the benefits of clinical experience. It permits you to save your own progress and review the assessment at any time.
Collapse
Affiliation(s)
- Giorgia Carpegna
- Department of Surgical Sciences, Dental School, University of Turin, Turin, Italy
| | - Nicola Scotti
- Department of Surgical Sciences, Dental School, University of Turin, Turin, Italy
| | - Mario Alovisi
- Department of Surgical Sciences, Dental School, University of Turin, Turin, Italy
| | - Allegra Comba
- Department of Surgical Sciences, Dental School, University of Turin, Turin, Italy
| | - Elio Berutti
- Department of Surgical Sciences, Dental School, University of Turin, Turin, Italy
| | - Damiano Pasqualini
- Department of Surgical Sciences, Dental School, University of Turin, Turin, Italy
| |
Collapse
|
6
|
Hathaway J, Shaarawy A, Akdeniz C, Aflakian A, Stolkin R, Rastegarpanah A. Towards reuse and recycling of lithium-ion batteries: tele-robotics for disassembly of electric vehicle batteries. Front Robot AI 2023; 10:1179296. [PMID: 37705870 PMCID: PMC10497105 DOI: 10.3389/frobt.2023.1179296] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2023] [Accepted: 08/11/2023] [Indexed: 09/15/2023] Open
Abstract
Disassembly of electric vehicle batteries is a critical stage in recovery, recycling and re-use of high-value battery materials, but is complicated by limited standardisation, design complexity, compounded by uncertainty and safety issues from varying end-of-life condition. Telerobotics presents an avenue for semi-autonomous robotic disassembly that addresses these challenges. However, it is suggested that quality and realism of the user's haptic interactions with the environment is important for precise, contact-rich and safety-critical tasks. To investigate this proposition, we demonstrate the disassembly of a Nissan Leaf 2011 module stack as a basis for a comparative study between a traditional asymmetric haptic-"cobot" master-slave framework and identical master and slave cobots based on task completion time and success rate metrics. We demonstrate across a range of disassembly tasks a time reduction of 22%-57% is achieved using identical cobots, yet this improvement arises chiefly from an expanded workspace and 1:1 positional mapping, and suffers a 10%-30% reduction in first attempt success rate. For unbolting and grasping, the realism of force feedback was comparatively less important than directional information encoded in the interaction, however, 1:1 force mapping strengthened environmental tactile cues for vacuum pick-and-place and contact cutting tasks.
Collapse
Affiliation(s)
- Jamie Hathaway
- Department of Metallurgy and Materials Science, University of Birmingham, Birmingham, United Kingdom
- The Faraday Institution, Quad One, Harwell Science and Innovation Campus, Didcot, United Kingdom
| | - Abdelaziz Shaarawy
- Department of Metallurgy and Materials Science, University of Birmingham, Birmingham, United Kingdom
| | - Cansu Akdeniz
- Department of Metallurgy and Materials Science, University of Birmingham, Birmingham, United Kingdom
| | - Ali Aflakian
- Department of Metallurgy and Materials Science, University of Birmingham, Birmingham, United Kingdom
- The Faraday Institution, Quad One, Harwell Science and Innovation Campus, Didcot, United Kingdom
| | - Rustam Stolkin
- Department of Metallurgy and Materials Science, University of Birmingham, Birmingham, United Kingdom
- The Faraday Institution, Quad One, Harwell Science and Innovation Campus, Didcot, United Kingdom
| | - Alireza Rastegarpanah
- Department of Metallurgy and Materials Science, University of Birmingham, Birmingham, United Kingdom
- The Faraday Institution, Quad One, Harwell Science and Innovation Campus, Didcot, United Kingdom
| |
Collapse
|
7
|
Joseph D, Davril J, Mortier É, Martrette JM, Tran N, Corne P, Vincent M. Distinguishing skill levels with haptic simulation in restorative dentistry: Myth or reality? Eur J Dent Educ 2023. [PMID: 37559186 DOI: 10.1111/eje.12939] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/01/2022] [Revised: 03/20/2023] [Accepted: 07/30/2023] [Indexed: 08/11/2023]
Abstract
INTRODUCTION This study aims to validate that haptic simulator assistance could distinguish skill levels with haptic simulation in restorative dentistry. MATERIALS AND METHODS This work was carried out with 93 first-year, 87 third-year and 44 fifth-year dental students. The promotions of first- and fifth-year dental students made one session to represent the negative and the positive controls, respectively. The third-year dental students were the studied population. Whatever the group, the maximum time for each reparation was restricted to 3 min. All students have to perform the same three exercises. The third-year dental students performed four sessions spread over the whole university year. For each test, the total score provided by the simulator was recorded and analysed. RESULTS The exercises are not discriminating in direct vision while the exercise in indirect vision is very interesting to distinguish the levels of the learners. CONCLUSION The results underline that the exercises in indirect vision could distinguish different profiles of student having different preclinical and clinical levels, while making it possible to follow the acquisition of clinical competence.
Collapse
Affiliation(s)
- David Joseph
- École de Chirurgie Nancy-Lorraine, Université de Lorraine, Vandoeuvre-lès-Nancy, France
- Départment de Parodontologie, Faculté d'Odontologie de Lorraine, Université de Lorraine, Vandoeuvre-lès-Nancy, France
- UMR S1116, Université de Lorraine, Vandoeuvre-lès-Nancy, France
| | - Jeanne Davril
- Départment de Dentisterie Restauratrice et Endodontie, Faculté d'Odontologie de Lorraine, Université de Lorraine, Vandoeuvre-lès-Nancy, France
| | - Éric Mortier
- Départment de Dentisterie Restauratrice et Endodontie, Faculté d'Odontologie de Lorraine, Université de Lorraine, Vandoeuvre-lès-Nancy, France
- CNRS, IJL, Université de Lorraine, Vandoeuvre-lès-Nancy, France
| | - Jean-Marc Martrette
- Faculté de Médecine, EA 3450, Développement, Adaptation et Handicap, Université de Lorraine, Vandoeuvre-lès-Nancy, France
| | - Nguyen Tran
- École de Chirurgie Nancy-Lorraine, Université de Lorraine, Vandoeuvre-lès-Nancy, France
- UMR S1116, Université de Lorraine, Vandoeuvre-lès-Nancy, France
| | - Pascale Corne
- Départment de Prothèse, Faculté d'Odontologie de Lorraine, Université de Lorraine, Vandoeuvre-lès-Nancy, France
| | - Marin Vincent
- Départment de Dentisterie Restauratrice et Endodontie, Faculté d'Odontologie de Lorraine, Université de Lorraine, Vandoeuvre-lès-Nancy, France
- CNRS, LEM3, Université de Lorraine, Metz, France
| |
Collapse
|
8
|
Alguacil-Diego IM, Cuesta-Gómez A, Pont D, Carrillo J, Espinosa P, Sánchez-Urán MA, Ferre M. A Novel Active Device for Shoulder Rotation Based on Force Control. Sensors (Basel) 2023; 23:6158. [PMID: 37448007 DOI: 10.3390/s23136158] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/23/2023] [Revised: 06/27/2023] [Accepted: 06/29/2023] [Indexed: 07/15/2023]
Abstract
This article describes a one-degree-of-freedom haptic device that can be applied to perform three different exercises for shoulder rehabilitation. The device is based on a force control architecture and an adaptive speed PI controller. It is a portable equipment that is easy to use for any patient, and was optimized for rehabilitating external rotation movements of the shoulder in patients in whom this was limited by muscle-skeletal injuries. The sample consisted of 12 shoulder rehabilitation sessions with different shoulder pathologies that limited their range of shoulder mobility. The mean and standard deviations of the external rotation of shoulder were 42.91 ± 4.53° for the pre-intervention measurements and 53.88 ± 4.26° for the post-intervention measurement. In addition, patients reported high levels of acceptance of the device. Scores on the SUS questionnaire ranged from 65 to 97.5, with an average score of 82.70 ± 9.21, indicating a high degree of acceptance. The preliminary results suggest that the use of this device and the incorporation of such equipment into rehabilitation services could be of great help for patients in their rehabilitation process and for physiotherapists in applying their therapies.
Collapse
Affiliation(s)
- Isabel M Alguacil-Diego
- Physiotherapy, Occupational Therapy, Physical Medicine and Rehabilitation Department, Universidad Rey Juan Carlos, Campus de Alcorcón, Av. de Atenas s/n, Alcorcón, 28922 Madrid, Spain
| | - Alicia Cuesta-Gómez
- Physiotherapy, Occupational Therapy, Physical Medicine and Rehabilitation Department, Universidad Rey Juan Carlos, Campus de Alcorcón, Av. de Atenas s/n, Alcorcón, 28922 Madrid, Spain
| | - David Pont
- Centre for Automation and Robotics (CAR) UPM-CSIC, Universidad Politécnica de Madrid, C/. José Gutierrez Abascal, 2, 28006 Madrid, Spain
| | - Juan Carrillo
- Centre for Automation and Robotics (CAR) UPM-CSIC, Universidad Politécnica de Madrid, C/. José Gutierrez Abascal, 2, 28006 Madrid, Spain
| | - Paul Espinosa
- Centre for Automation and Robotics (CAR) UPM-CSIC, Universidad Politécnica de Madrid, C/. José Gutierrez Abascal, 2, 28006 Madrid, Spain
| | - Miguel A Sánchez-Urán
- Centre for Automation and Robotics (CAR) UPM-CSIC, Universidad Politécnica de Madrid, C/. José Gutierrez Abascal, 2, 28006 Madrid, Spain
| | - Manuel Ferre
- Centre for Automation and Robotics (CAR) UPM-CSIC, Universidad Politécnica de Madrid, C/. José Gutierrez Abascal, 2, 28006 Madrid, Spain
| |
Collapse
|
9
|
Navalesi P, Oddo CM, Chisci G, Frosolini A, Gennaro P, Abbate V, Prattichizzo D, Gabriele G. The Use of Tactile Sensors in Oral and Maxillofacial Surgery: An Overview. Bioengineering (Basel) 2023; 10:765. [PMID: 37508792 PMCID: PMC10376110 DOI: 10.3390/bioengineering10070765] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2023] [Revised: 06/07/2023] [Accepted: 06/19/2023] [Indexed: 07/30/2023] Open
Abstract
BACKGROUND This overview aimed to characterize the type, development, and use of haptic technologies for maxillofacial surgical purposes. The work aim is to summarize and evaluate current advantages, drawbacks, and design choices of presented technologies for each field of application in order to address and promote future research as well as to provide a global view of the issue. METHODS Relevant manuscripts were searched electronically through Scopus, MEDLINE/PubMed, and Cochrane Library databases until 1 November 2022. RESULTS After analyzing the available literature, 31 articles regarding tactile sensors and interfaces, sensorized tools, haptic technologies, and integrated platforms in oral and maxillofacial surgery have been included. Moreover, a quality rating is provided for each article following appropriate evaluation metrics. DISCUSSION Many efforts have been made to overcome the technological limits of computed assistant diagnosis, surgery, and teaching. Nonetheless, a research gap is evident between dental/maxillofacial surgery and other specialties such as endovascular, laparoscopic, and microsurgery; especially for what concerns electrical and optical-based sensors for instrumented tools and sensorized tools for contact forces detection. The application of existing technologies is mainly focused on digital simulation purposes, and the integration into Computer Assisted Surgery (CAS) is far from being widely actuated. Virtual reality, increasingly adopted in various fields of surgery (e.g., sino-nasal, traumatology, implantology) showed interesting results and has the potential to revolutionize teaching and learning. A major concern regarding the actual state of the art is the absence of randomized control trials and the prevalence of case reports, retrospective cohorts, and experimental studies. Nonetheless, as the research is fast growing, we can expect to see many developments be incorporated into maxillofacial surgery practice, after adequate evaluation by the scientific community.
Collapse
Affiliation(s)
- Pietro Navalesi
- The BioRobotics Institute, Scuola Superiore Sant'Anna, 56127 Pisa, Italy
- Department of Information Engineering, Università di Pisa, 56127 Pisa, Italy
| | - Calogero Maria Oddo
- Department of Information Engineering, Università di Pisa, 56127 Pisa, Italy
- Department of Excellence in Robotics & A.I., Scuola Superiore Sant'Anna, 56127 Pisa, Italy
- Interdisciplinary Research Center Health Science, Scuola Superiore Sant'Anna, 56127 Pisa, Italy
| | - Glauco Chisci
- Department of Medical Biotechnologies, School of Oral Surgery, University of Siena, 53100 Siena, Italy
| | - Andrea Frosolini
- Maxillofacial Surgery Unit, Department of Medical Biotechnologies, University of Siena, 53100 Siena, Italy
| | - Paolo Gennaro
- Maxillofacial Surgery Unit, Department of Medical Biotechnologies, University of Siena, 53100 Siena, Italy
| | - Vincenzo Abbate
- Head and Neck Section, Department of Neurosciences, Reproductive and Odontostomatological Science, Federico II University of Naples, 80013 Naples, Italy
| | - Domenico Prattichizzo
- Department of Information Engineering and Mathematics, University of Siena, 53100 Siena, Italy
| | - Guido Gabriele
- Maxillofacial Surgery Unit, Department of Medical Biotechnologies, University of Siena, 53100 Siena, Italy
| |
Collapse
|
10
|
Tian S, Chen Y, Fu Z, Wang X, Bi Y. Simple shape feature computation across modalities: convergence and divergence between the ventral and dorsal visual streams. Cereb Cortex 2023:7190929. [PMID: 37280751 DOI: 10.1093/cercor/bhad200] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2023] [Revised: 05/16/2023] [Indexed: 06/08/2023] Open
Abstract
Shape processing, whether by seeing or touching, is pivotal to object recognition and manipulation. Although the low-level signals are initially processed by different modality-specific neural circuits, multimodal responses to object shapes have been reported along both ventral and dorsal visual pathways. To understand this transitional process, we conducted visual and haptic shape perception fMRI experiments to test basic shape features (i.e. curvature and rectilinear) across the visual pathways. Using a combination of region-of-interest-based support vector machine decoding analysis and voxel selection method, we found that the top visual-discriminative voxels in the left occipital cortex (OC) could also classify haptic shape features, and the top haptic-discriminative voxels in the left posterior parietal cortex (PPC) could also classify visual shape features. Furthermore, these voxels could decode shape features in a cross-modal manner, suggesting shared neural computation across visual and haptic modalities. In the univariate analysis, the top haptic-discriminative voxels in the left PPC showed haptic rectilinear feature preference, whereas the top visual-discriminative voxels in the left OC showed no significant shape feature preference in either of the two modalities. Together, these results suggest that mid-level shape features are represented in a modality-independent manner in both the ventral and dorsal streams.
Collapse
Affiliation(s)
- Shuang Tian
- State Key Laboratory of Cognitive Neuroscience and Learning & IDG, McGovern Institute for Brain Research, Beijing Normal University, Beijing 100875, China
- Beijing Key Laboratory of Brain Imaging and Connectomics, Beijing Normal University, Beijing 100875, China
| | - Yuankun Chen
- State Key Laboratory of Cognitive Neuroscience and Learning & IDG, McGovern Institute for Brain Research, Beijing Normal University, Beijing 100875, China
- Beijing Key Laboratory of Brain Imaging and Connectomics, Beijing Normal University, Beijing 100875, China
| | - Ze Fu
- State Key Laboratory of Cognitive Neuroscience and Learning & IDG, McGovern Institute for Brain Research, Beijing Normal University, Beijing 100875, China
- Beijing Key Laboratory of Brain Imaging and Connectomics, Beijing Normal University, Beijing 100875, China
| | - Xiaoying Wang
- State Key Laboratory of Cognitive Neuroscience and Learning & IDG, McGovern Institute for Brain Research, Beijing Normal University, Beijing 100875, China
- Beijing Key Laboratory of Brain Imaging and Connectomics, Beijing Normal University, Beijing 100875, China
| | - Yanchao Bi
- State Key Laboratory of Cognitive Neuroscience and Learning & IDG, McGovern Institute for Brain Research, Beijing Normal University, Beijing 100875, China
- Beijing Key Laboratory of Brain Imaging and Connectomics, Beijing Normal University, Beijing 100875, China
- Chinese Institute for Brain Research, Beijing 102206, China
| |
Collapse
|
11
|
Yilmaz RB, Chaabane Y, Mansard V. Development of a Soft Actuator from Fast Swelling Macroporous PNIPAM Gels for Smart Braille Device Applications in Haptic Technology. ACS Appl Mater Interfaces 2023; 15:7340-7352. [PMID: 36706224 DOI: 10.1021/acsami.2c17835] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/18/2023]
Abstract
The development of a cost-efficient braille device is a crucial challenge in haptic technology to improve the integration of visually impaired people. Exclusion of any group threatens the proper functioning of society. Commercially available braille devices still utilize piezoelectric actuators, which are expensive and bulky. The challenge of a more adapted braille device lies in the integration of a high number of actuators─on a millimeter scale─in order to independently move a matrix of pins acting as tactile cues. Unfortunately, no actuation strategy has been adapted to tackle this challenge. In this study, we develop a soft actuator based on a thermosensitive poly(N-isopropylacrylamide) (PNIPAM) gel. We introduce macroporosity to the gel (pores of 10 to 100 μm). It overcomes the diffusion─which is the limiting kinetic factor─and accelerates the gel response time from hours for the bulk gel to seconds for the macroporous gel. We study the properties of porous gels with various porosities. We also compare a mechanically reinforced nanocomposite gel (made of PNIPAM and Laponite clay) to a "classic" gel. As a result, we develop a fast-actuating gel with high cyclic performance. We then develop a single-pin braille setup, where actuation is controlled thanks to a swift temperature control of a macroporous gel cylinder. This new strategy offers a very promising actuation technology. It offers a simple and cost-efficient alternative to the current braille devices.
Collapse
Affiliation(s)
- Refik Baris Yilmaz
- CNRS, LAAS-CNRS, 7, avenue du Colonel Roche, BP 54200 31031 Toulouse Cedex 4, France
| | - Yosr Chaabane
- CNRS, LAAS-CNRS, 7, avenue du Colonel Roche, BP 54200 31031 Toulouse Cedex 4, France
| | - Vincent Mansard
- CNRS, LAAS-CNRS, 7, avenue du Colonel Roche, BP 54200 31031 Toulouse Cedex 4, France
| |
Collapse
|
12
|
Hsu MH, Chang YC. Haptic and Force Feedback Technology in Dental Education: A Bibliometric Analysis. Int J Environ Res Public Health 2023; 20:1318. [PMID: 36674074 PMCID: PMC9859437 DOI: 10.3390/ijerph20021318] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/09/2022] [Revised: 01/08/2023] [Accepted: 01/09/2023] [Indexed: 06/17/2023]
Abstract
The haptic and force feedback technology has received an increasing attention in dental schools due to its effectiveness in psychomotor skill training. However, the bibliometric analysis on haptic and force feedback technology in dental education is still scarce. Therefore, the aim of this study was to perform a bibliometric analysis of the development of haptic and force feedback technology and its changing trends in dental education. From 1 January 2001 to 30 November 2022, all papers published on haptic and force feedback technology were searched from the Web of Science Core Collection database. These data were then entered into Apple Numbers for descriptive bibliometric analysis and visualized using VOSviewer software. A total of 85 articles were retrieved following the inclusive and exclusive criteria. The results demonstrated that USA and China exhibited the most publications. The combination of correspondence author and author co-citation analysis identified the more prominent authors in this research field. The top-cited and the average citation count per year ranking led to different views of popularity. A significant increase in the number of haptic and force feedback technology publications were found in the last two years. Virtual reality is the main keyword that indicates more new integrative applications currently underway. Taken together, this study provides a detailed bibliographic analysis of haptic and force feedback technology in dental education to indicate representative authors, literatures, keywords, and trends. These detailed data will help researchers, teachers, and dental students as a very useful information when trying to make haptic and force feedback technology more prevalent in dental education in the near further.
Collapse
Affiliation(s)
- Min-Hsun Hsu
- School of Dentistry, Chung Shan Medical University, Taichung 40201, Taiwan
| | - Yu-Chao Chang
- School of Dentistry, Chung Shan Medical University, Taichung 40201, Taiwan
- Department of Dentistry, Chung Shan Medical University Hospital, Taichung 40201, Taiwan
| |
Collapse
|
13
|
Reed CL, Garza JP, Bush WS, Parikh N, Nagar N, Vecera SP. Does hand position affect orienting when no action is required? An electrophysiological study. Front Neurosci 2023; 16:982005. [PMID: 36685236 PMCID: PMC9853295 DOI: 10.3389/fnins.2022.982005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2022] [Accepted: 12/13/2022] [Indexed: 01/09/2023] Open
Abstract
Previous research has shown that attention can be biased to targets appearing near the hand that require action responses, arguing that attention to the hand facilitates upcoming action. It is unclear whether attention orients to non-targets near the hand not requiring responses. Using electroencephalography/event-related potentials (EEG/ERP), this study investigated whether hand position affected visual orienting to non-targets under conditions that manipulated the distribution of attention. We modified an attention paradigm in which stimuli were presented briefly and rapidly on either side of fixation; participants responded to infrequent targets (15%) but not standard non-targets and either a hand or a block was placed next to one stimulus location. In Experiment 1, attention was distributed across left and right stimulus locations to determine whether P1 or N1 ERP amplitudes to non-target standards were differentially influenced by hand location. In Experiment 2, attention was narrowed to only one stimulus location to determine whether attentional focus affected orienting to non-target locations near the hand. When attention was distributed across both stimulus locations, the hand increased overall N1 amplitudes relative to the block but not selectively to stimuli appearing near the hand. However, when attention was focused on one location, amplitudes were affected by the location of attentional focus and the stimulus, but not by hand or block location. Thus, hand position appears to contribute only a non-location-specific input to standards during visual orienting, but only in cases when attention is distributed across stimulus locations.
Collapse
Affiliation(s)
- Catherine L. Reed
- Department of Psychological Science, Claremont McKenna College, Claremont, CA, United States,*Correspondence: Catherine L. Reed,
| | - John P. Garza
- BUILDing SCHOLARS Center, The University of Texas, El Paso, TX, United States
| | - William S. Bush
- Department of Psychological and Brain Sciences, The University of Iowa, Iowa City, IA, United States
| | - Natasha Parikh
- Department of Psychological Science, Claremont McKenna College, Claremont, CA, United States
| | - Niti Nagar
- Department of Psychological Science, Claremont McKenna College, Claremont, CA, United States
| | - Shaun P. Vecera
- Department of Psychological and Brain Sciences, The University of Iowa, Iowa City, IA, United States
| |
Collapse
|
14
|
Yoshida S, Xie H, Miyata K. Omnidirectional Haptic Stimulation System via Pneumatic Actuators for Presence Presentation. Sensors (Basel) 2023; 23:584. [PMID: 36679378 PMCID: PMC9861582 DOI: 10.3390/s23020584] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/30/2022] [Revised: 12/28/2022] [Accepted: 01/02/2023] [Indexed: 06/17/2023]
Abstract
Recently, remote meetings and work-from-home have become more common, reducing the opportunities for face-to-face communication. To facilitate communication among remote workers, researchers have focused on virtual space technology and spatial augmented reality technology. Although these technologies can enhance immersiveness in collaborative work, they face the challenge of fostering a sense of physical contact. In this work, we aimed to foster a sense of presence through haptic stimulation using pneumatic actuators. Specifically, we developed a choker-type wearable device that presents various pressure patterns around the neck; the pattern presented depends on the message the device must convey. Various combinations of haptic presentation are achieved by pumping air to the multiple pneumatic actuators attached to the choker. In addition, we conducted experiments involving actuators of different shapes to optimize the haptic presentation. When linked with a smartphone, the proposed device can present pressure patterns to indicate incoming calls and notifications, to give warning about an obstacle that one who is texting might miss while walking, and to provide direction to a pedestrian. Furthermore, the device can be used in a wide range of applications, from those necessary in daily living to those that enhance one's experience in the realm of entertainment. For example, haptic feedback that synchronizes with the presence of a singer or with the rhythm of a song one listens to or with a performer's movements during a stage performance will immerse users in an enjoyable experience.
Collapse
|
15
|
Monsaingeon N, Caroux L, Langlois S, Lemercier C. Multimodal interface and reliability displays: Effect on attention, mode awareness, and trust in partially automated vehicles. Front Psychol 2023; 14:1107847. [PMID: 36935967 PMCID: PMC10015246 DOI: 10.3389/fpsyg.2023.1107847] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2022] [Accepted: 01/30/2023] [Indexed: 03/05/2023] Open
Abstract
The goal of this study is to evaluate the effect of a multimodal interface indicating the limits of automation in order to stimulate an appropriate level of attention and to induce accurate mode awareness and trust in partial driving automation. Participants drove in a driving simulator with partial driving automation and were confronted with surprising situations of suspension of driving automation systems in different contexts. They drove the simulator during three driving sessions, with either a multimodal interface indicating the limits of automation or a visual basic interface. Their driving performance, ocular behavior, and subjective evaluation of trust and workload were evaluated. The results revealed that the multimodal interface stimulates an appropriate level of attention and increases mode awareness and trust in automation, but these effects are context-dependent. The indications of the limits of automation improved the knowledge regarding automation, but this knowledge did not necessarily lead to improved driving performance. Design solutions are discussed to support the improvement of driving performance for take-overs in vehicles equipped with partial driving automation.
Collapse
Affiliation(s)
- Noé Monsaingeon
- Cognition, Language, Languages and Ergonomics Laboratory (CLLE), University of Toulouse and CNRS, Toulouse, France
- Renault Technocentre, Guyancourt, France
- *Correspondence: Noé Monsaingeon,
| | - Loïc Caroux
- Cognition, Language, Languages and Ergonomics Laboratory (CLLE), University of Toulouse and CNRS, Toulouse, France
| | | | - Céline Lemercier
- Cognition, Language, Languages and Ergonomics Laboratory (CLLE), University of Toulouse and CNRS, Toulouse, France
| |
Collapse
|
16
|
Bjorbækmo WS, Dahl-Michelsen T, Nicholls DA. Editorial: "A Touch of Physiotherapy"-The significance and meaning of touch in the practice of physiotherapy. Front Rehabil Sci 2023; 4:1161574. [PMID: 37091131 PMCID: PMC10116377 DOI: 10.3389/fresc.2023.1161574] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/08/2023] [Accepted: 03/17/2023] [Indexed: 04/25/2023]
Affiliation(s)
- W. S. Bjorbækmo
- Department of Rehabilitation Sciences and Health Technology, OsloMet - Oslo Metropolitan University, Oslo, Norway
- Department for Interdisciplinary Health Sciences, University of Oslo, Oslo, Norway
- Correspondence: W. S. Bjorbækmo
| | - T. Dahl-Michelsen
- Department of Rehabilitation Sciences and Health Technology, OsloMet - Oslo Metropolitan University, Oslo, Norway
- Department of Health, VID – Specialized University, Oslo, Norway
| | - D. A. Nicholls
- School of Clinical Sciences, Auckland University of Technology, Auckland, New Zealand
| |
Collapse
|
17
|
Turlapati SH, Campolo D. Towards Haptic-Based Dual-Arm Manipulation. Sensors (Basel) 2022; 23:s23010376. [PMID: 36616974 PMCID: PMC9823935 DOI: 10.3390/s23010376] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/20/2022] [Revised: 12/19/2022] [Accepted: 12/20/2022] [Indexed: 06/12/2023]
Abstract
Vision is the main component of current robotics systems that is used for manipulating objects. However, solely relying on vision for hand-object pose tracking faces challenges such as occlusions and objects moving out of view during robotic manipulation. In this work, we show that object kinematics can be inferred from local haptic feedback at the robot-object contact points, combined with robot kinematics information given an initial vision estimate of the object pose. A planar, dual-arm, teleoperated robotic setup was built to manipulate an object with hands shaped like circular discs. The robot hands were built with rubber cladding to allow for rolling contact without slipping. During stable grasping by the dual arm robot, under quasi-static conditions, the surface of the robot hand and object at the contact interface is defined by local geometric constraints. This allows one to define a relation between object orientation and robot hand orientation. With rolling contact, the displacement of the contact point on the object surface and the hand surface must be equal and opposite. This information, coupled with robot kinematics, allows one to compute the displacement of the object from its initial location. The mathematical formulation of the geometric constraints between robot hand and object is detailed. This is followed by the methodology in acquiring data from experiments to compute object kinematics. The sensors used in the experiments, along with calibration procedures, are presented before computing the object kinematics from recorded haptic feedback. Results comparing object kinematics obtained purely from vision and from haptics are presented to validate our method, along with the future ideas for perception via haptic manipulation.
Collapse
|
18
|
Agarwal R, Hussain A, SKM V, Campolo D. Let the force guide you: a performance-based adaptive algorithm for postural training using haptic feedback. Front Hum Neurosci 2022; 16:968669. [PMID: 36504631 PMCID: PMC9729548 DOI: 10.3389/fnhum.2022.968669] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2022] [Accepted: 11/07/2022] [Indexed: 11/27/2022] Open
Abstract
Motor learning is an essential component of human behavior. Many different factors can influence the process of motor learning, such as the amount of practice and type of feedback. Changes in task difficulty during training can also considerably impact motor learning. Typical motor learning studies include a sequential variation of task difficulty, i.e., easy to challenging, irrespective of user performance. However, many studies have reported the importance of performance-based task difficulty variation for effective motor learning and skill transfer. A performance-based adaptive algorithm for task difficulty variation based on the challenge-point framework is proposed in this study. The algorithm is described for postural adaptation during simultaneous upper-limb training. Ten healthy participants (28 ± 2.44 years) were recruited to validate the algorithm. Participants adapted to a postural target of 20° in the anterior direction from the initial upright posture while performing a unimanual reaching task using a robotic device. Results suggest a significant decrease in postural error after training. The algorithm successfully adapted the task difficulty based on the performance of the user. The proposed algorithm could be modified for different motor skills and can be further evaluated for different applications in order to maximize the potential benefits of rehabilitation sessions.
Collapse
Affiliation(s)
- Rakhi Agarwal
- Department of Applied Mechanics, Indian Institute of Technology Madras, Chennai, India,School of Mechanical and Aerospace Engineering, Nanyang Technological University, Singapore, Singapore
| | | | - Varadhan SKM
- Department of Applied Mechanics, Indian Institute of Technology Madras, Chennai, India
| | - Domenico Campolo
- School of Mechanical and Aerospace Engineering, Nanyang Technological University, Singapore, Singapore,*Correspondence: Domenico Campolo
| |
Collapse
|
19
|
Risso G, Bassolino M. Assess and rehabilitate body representations via (neuro)robotics: An emergent perspective. Front Neurorobot 2022; 16:964720. [PMID: 36160286 PMCID: PMC9498221 DOI: 10.3389/fnbot.2022.964720] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2022] [Accepted: 08/02/2022] [Indexed: 11/23/2022] Open
Abstract
The perceptions of our own body (e.g., size and shape) do not always coincide with its real characteristics (e.g., dimension). To track the complexity of our perception, the concept of mental representations (model) of the body has been conceived. Body representations (BRs) are stored in the brain and are maintained and updated through multiple sensory information. Despite being altered in different clinical conditions and being tightly linked with self-consciousness, which is one of the most astonishing features of the human mind, the BRs and, especially, the underlying mechanisms and functions are still unclear. In this vein, here we suggest that (neuro)robotics can make an important contribution to the study of BRs. The first section of the study highlights the potential impact of robotics devices in investigating BRs. Far to be exhaustive, we illustrate major examples of its possible exploitation to further improve the assessment of motor, haptic, and multisensory information building up the BRs. In the second section, we review the main evidence showing the contribution of neurorobotics-based (multi)sensory stimulation in reducing BRs distortions in various clinical conditions (e.g., stroke, amputees). The present study illustrates an emergent multidisciplinary perspective combining the neuroscience of BRs and (neuro)robotics to understand and modulate the perception and experience of one's own body. We suggest that (neuro)robotics can enhance the study of BRs by improving experimental rigor and introducing new experimental conditions. Furthermore, it might pave the way for the rehabilitation of altered body perceptions.
Collapse
Affiliation(s)
- Gaia Risso
- School of Health Sciences, Haute École spécialisée de Suisse occidentale (HES-SO) Valais-Wallis, Sion, Switzerland
- The Sense Innovation and Research Center, Sion, Switzerland
- Robotics, Brain and Cognitive Sciences (RBCS), Istituto Italiano di Tecnologia, Genoa, Italy
| | - Michela Bassolino
- School of Health Sciences, Haute École spécialisée de Suisse occidentale (HES-SO) Valais-Wallis, Sion, Switzerland
- The Sense Innovation and Research Center, Sion, Switzerland
- Laboratoire MySpace, Université de Lausanne, Lausanne, Switzerland
| |
Collapse
|
20
|
Miller RL, Sheinberg DL. Evidence for Independent Processing of Shape by Vision and Touch. eNeuro 2022; 9:ENEURO. [PMID: 35998295 DOI: 10.1523/ENEURO.0502-21.2022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2021] [Revised: 05/21/2022] [Accepted: 05/24/2022] [Indexed: 12/15/2022] Open
Abstract
Although visual object recognition is well studied and relatively well understood, much less is known about how shapes are recognized by touch and how such haptic stimuli might be compared with visual shapes. One might expect that the processes of visual and haptic object recognition engage similar brain structures given the advantages of avoiding redundant brain circuitry and indeed there is some evidence that this is the case. A potentially fruitful approach to understanding the differences in how shapes might be neurally represented is to find an algorithmic method of comparing shapes, which agrees with human behavior and determines whether that method differs between different modality conditions. If not, it would provide further evidence for a shared representation of shape. We recruited human participants to perform a one-back same-different visual and haptic shape comparison task both within (i.e., comparing two visual shapes or two haptic shapes) and across (i.e., comparing visual with haptic shapes) modalities. We then used various shape metrics to predict performance based on the shape, orientation, and modality of the two stimuli that were being compared on each trial. We found that the metrics that best predict shape comparison behavior heavily depended on the modality of the two shapes, suggesting differences in which features are used for comparing shapes depending on modality and that object recognition is not necessarily performed in a single, modality-agnostic region.
Collapse
|
21
|
Perry S, Bridges SM, Burrow MF. A conceptual model for clinical psychomotor skill development in an era of simulated and virtual reality. Eur J Dent Educ 2022; 26:263-276. [PMID: 34047437 DOI: 10.1111/eje.12699] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/09/2020] [Revised: 01/25/2021] [Accepted: 04/30/2021] [Indexed: 06/12/2023]
Abstract
Psychomotor skill development is central to a beginner practitioner's learning pathway. Curriculum constraints around time, access to facilities and resources in health professions education have prompted the growth in alternative approaches to clinical skill development in both simulation and direct patient care. Among these is the increased incorporation of virtual reality (VR) systems with haptic feedback alongside traditional, solid simulations. Given the rapid growth in the adoption of technological affordances to support skill development, it is cogent to pause and examine whether the underpinning concepts regarding psychomotor skill development that have driven much of the approaches to teach clinical skill acquisition in dentistry remain fit-for-purpose. This conceptual paper proposes a new taxonomy for clinical simulation psychomotor skill development in the era of increasing variety of simulation modalities.
Collapse
Affiliation(s)
- Suzanne Perry
- The Scottish Orthodontic Centre, East Kilbride, Scotland
| | | | | |
Collapse
|
22
|
Vincent M, Giess R, Balthazard R, Tran N, Mortier É, Joseph D. Virtual aids and students' performance with haptic simulation in implantology. J Dent Educ 2022; 86:1015-1022. [PMID: 35275404 DOI: 10.1002/jdd.12916] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2021] [Revised: 01/12/2022] [Accepted: 02/05/2022] [Indexed: 11/11/2022]
Abstract
OBJETIVES This study aims to validate that haptic simulator assistance could improve drilling ability in implantology and that the repetition of training session could highlight a learning curve. METHODS This work was carried out with 88 first-year dental students. After randomization, students were divided into two groups. Group 1 was assigned to prepare an implant site for a left first mandibular molar (36) on haptic simulator with assistance provided by simulator. Group 2 had to perform the same exercise without assistance. Whatever the group, the maximum time for each reparation was restricted to 5 min. An interval of 1 week was done between each session. For each test, different objective parameters provided by the simulator were recorded and analyzed. RESULTS This study showed that the presence of virtual aids led to quickly obtain better results, and the training led to gradually acquire sufficient competence to do without virtual aids. CONCLUSION By associating virtual assistance and repetition, the student will acquire more quickly the skills allowing to carry out his clinical gestures in real conditions.
Collapse
Affiliation(s)
- Marin Vincent
- CNRS, LEM3, Université de Lorraine, Metz, France.,Départment de Dentisterie Restauratrice Endodontie, Faculté d'Odontologie de Lorraine, Université de Lorraine, Nancy, France
| | - Renaud Giess
- Départment de Dentisterie Restauratrice Endodontie, Faculté d'Odontologie de Lorraine, Université de Lorraine, Nancy, France.,CNRS, IJL, Université de Lorraine, Nancy, France
| | - Rémy Balthazard
- Départment de Dentisterie Restauratrice Endodontie, Faculté d'Odontologie de Lorraine, Université de Lorraine, Nancy, France.,CNRS, IJL, Université de Lorraine, Nancy, France
| | - Nguyen Tran
- UMR S1116, Université de Lorraine, Nancy, France.,École de Chirurgie Nancy-Lorraine, Université de Lorraine, Vandœuvre-lès-Nancy, France
| | - Éric Mortier
- Départment de Dentisterie Restauratrice Endodontie, Faculté d'Odontologie de Lorraine, Université de Lorraine, Nancy, France.,CNRS, IJL, Université de Lorraine, Nancy, France
| | - David Joseph
- UMR S1116, Université de Lorraine, Nancy, France.,École de Chirurgie Nancy-Lorraine, Université de Lorraine, Vandœuvre-lès-Nancy, France.,Départment de Parodontologie, Faculté d'Odontologie de Lorraine, Université de Lorraine, Nancy, France
| |
Collapse
|
23
|
Jung Kim M, Otero-Millan J, Tian J, Kheradmand A. Psychophysical Haptic Measurement of Vertical Perception: Elucidating a Hand Sensory Bias. Neuroscience 2022; 481:21-29. [PMID: 34848259 PMCID: PMC8817686 DOI: 10.1016/j.neuroscience.2021.11.037] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2021] [Revised: 11/22/2021] [Accepted: 11/23/2021] [Indexed: 01/17/2023]
Abstract
The primary sensory modality for probing spatial perception can vary among psychophysical paradigms. In the subjective visual vertical (SVV) task, the brain must account for the position of the eye within the orbit to generate an estimate of a visual line orientation, whereas in the subjective haptic vertical (SHV) task, the position of the hand is used to sense the orientation of a haptic bar. Here we investigated whether a hand sensory bias can affect SHV measurement. We measured SHV in 12 subjects (6 left-handed and 6 right-handed) with a forced-choice paradigm using their left and right hands separately. The SHV measurement was less accurate than the SVV measurements (-0.6 ± 0.7) and it was biased in the direction of the hand used in the task but was not affected by handedness; SHV left hand -6.8 ± 2.1° (left-handed -7.9 ± 3.6°, right-handed -5.8 ± 2.5°) and right hand 9.8 ± 1.5° (left-handed 7.4 ± 2.2°, right-handed 12.3 ± 1.8°). SHV measurement with the same hand was also affected by the haptic bar placement on the left or right side versus midline, showing a side effect (left vs midline -2.0 ± 1.3°, right vs midline 3.8 ± 1.7°). Midline SHV measures using the left and right hands were different, confirming a laterality effect (left hand -4.5 ± 1.7°, right hand 6.4 ± 2.0°). These results demonstrate a sensory bias in SHV measurement related to the effects of both hand-in-body (i.e., right vs left hand) and hand-in-space positions. Such modality-specific bias may result in disparity between SHV and SVV measurements, and therefore cannot be generalized to vertical or spatial perception.
Collapse
Affiliation(s)
- Min Jung Kim
- Department of Neurology, The Johns Hopkins University, Baltimore, MD, USA,Department of Biomedical Engineering, The Johns Hopkins University, Baltimore, MD, USA
| | - Jorge Otero-Millan
- Department of Neurology, The Johns Hopkins University, Baltimore, MD, USA,School of Optometry, University of California, Berkeley, Berkeley, CA
| | - Jing Tian
- Department of Neurology, The Johns Hopkins University, Baltimore, MD, USA
| | - Amir Kheradmand
- Department of Neurology, The Johns Hopkins University, Baltimore, MD, USA,Department of Otolaryngology-Head and Neck Surgery, The Johns Hopkins University, Baltimore, MD, USA,Department of Neuroscience, The Johns Hopkins University, Baltimore, MD, USA,Laboratory for Computational Sensing and Robotics (LCSR), The Johns Hopkins University, Baltimore, MD, USA
| |
Collapse
|
24
|
Pagano M, Stochino G, Casadio M, Ranganathan R. Motor Memory Consolidation after Augmented Variability Depends on the Space in which Variability is Introduced. Neuroscience 2021; 479:169-179. [PMID: 34755613 DOI: 10.1016/j.neuroscience.2021.10.024] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2021] [Revised: 10/21/2021] [Accepted: 10/24/2021] [Indexed: 11/17/2022]
Abstract
Motor memories undergo a period of consolidation before they become resistant to the practice of another task. Although movement variability is important in motor memory consolidation, its role is not fully understood in redundant tasks where variability can exist along two orthogonal subspaces (the 'task space' and the 'null space') that have different effects on task performance. Here, we used haptic perturbations to augment variability in these different spaces and examined their effect on motor memory consolidation. Participants learned a shuffleboard task, where they held a bimanual manipulandum and made a discrete throwing motion to slide a virtual puck towards a target. The task was redundant because the distance travelled by the puck was determined by the sum of the left and right hand speeds at release. After participants practiced the task, we used haptic perturbations to introduce motor variability in the task space or null space and examined consolidation of the original task on the next day. We found that regardless of the amplitude, augmenting variability in the task space resulted in significantly better consolidation relative to augmenting variability in the null space, but was not different from a control group that practiced with no variability. This benefit of increasing task space variability relative to increasing null space variability was likely due to the fact that it did not disrupt the pre-existing coordination strategy. These results suggest that the effects of variability on motor memory consolidation depend on the interplay between the induced variability and the pre-existing coordination strategy.
Collapse
Affiliation(s)
- Mattia Pagano
- Department of Informatics, Bioengineering, Robotics and Systems Engineering, University of Genova, Genova, Italy
| | - Gaia Stochino
- Department of Informatics, Bioengineering, Robotics and Systems Engineering, University of Genova, Genova, Italy
| | - Maura Casadio
- Department of Informatics, Bioengineering, Robotics and Systems Engineering, University of Genova, Genova, Italy
| | - Rajiv Ranganathan
- Department of Kinesiology, Michigan State University, East Lansing, MI, USA; Deparment of Mechanical Engineering, Michigan State University, East Lansing, MI, USA.
| |
Collapse
|
25
|
Sozzi S, Nardone A, Schieppati M. Specific Posture-Stabilising Effects of Vision and Touch Are Revealed by Distinct Changes of Body Oscillation Frequencies. Front Neurol 2021; 12:756984. [PMID: 34880823 PMCID: PMC8645986 DOI: 10.3389/fneur.2021.756984] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2021] [Accepted: 10/25/2021] [Indexed: 01/01/2023] Open
Abstract
We addressed postural instability during stance with eyes closed (EC) on a compliant surface in healthy young people. Spectral analysis of the centre of foot pressure oscillations was used to identify the effects of haptic information (light-touch, EC-LT), or vision (eyes open, EO), or both (EO-LT). Spectral median frequency was strongly reduced by EO and EO-LT, while spectral amplitude was reduced by all "stabilising" sensory conditions. Reduction in spectrum level by EO mainly appeared in the high-frequency range. Reduction by LT was much larger than that induced by the vision in the low-frequency range, less so in the high-frequency range. Touch and vision together produced a fall in spectral amplitude across all windows, more so in anteroposterior (AP) direction. Lowermost frequencies contributed poorly to geometric measures (sway path and area) for all sensory conditions. The same subjects participated in control experiments on a solid base of support. Median frequency and amplitude of the spectrum and geometric measures were largely smaller when standing on solid than on foam base but poorly affected by the sensory conditions. Frequency analysis but not geometric measures allowed to disclose unique tuning of the postural control mode by haptic and visual information. During standing on foam, the vision did not reduce low-frequency oscillations, while touch diminished the entire spectrum, except for the medium-high frequencies, as if sway reduction by touch would rely on rapid balance corrections. The combination of frequency analysis with sensory conditions is a promising approach to explore altered postural mechanisms and prospective interventions in subjects with central or peripheral nervous system disorders.
Collapse
Affiliation(s)
- Stefania Sozzi
- Centro Studi Attività Motorie (CSAM), Istituti Clinici Scientifici Maugeri SB (Istituto di Ricovero e Cura a Carattere Scientifico, IRCCS), Pavia, Italy
| | - Antonio Nardone
- Neurorehabilitation and Spinal Unit, Department of Clinical-Surgical, Diagnostic and Pediatric Sciences, Istituti Clinici Scientifici Maugeri SB (Istituto di Ricovero e Cura a Carattere Scientifico, IRCCS), University of Pavia, Pavia, Italy
| | - Marco Schieppati
- Istituti Clinici Scientifici Maugeri SB, Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS), Pavia, Italy
| |
Collapse
|
26
|
Benjamin MW, Sabri O. Using Haptic Feedback in a Virtual Reality Bone Drilling Simulation to Reduce Plunge Distance. Cureus 2021; 13:e18315. [PMID: 34722082 PMCID: PMC8549079 DOI: 10.7759/cureus.18315] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/27/2021] [Indexed: 11/05/2022] Open
Abstract
Background Bone drilling is a procedure that demands a high level of dexterity, fine motor skills and spatial awareness from the operating surgeon. An important consideration when drilling bone is minimising soft tissue damage. There are numerous causes of drilling associated soft tissue injury, of which most concerning is drilling into the tissue beyond the far cortex as unseen injury can occur. This is known as plunging. Objectives The objective of this study was to evaluate the impact of haptic feedback in virtual reality (VR) simulation-based training. The acquisition of drilling skill was assessed by changes to their drill plunge depth. Study Design & Methods The participants in the study were medical students, doctors and biomedical scientists. Participants were randomly allocated into two groups. One group had simulation with haptic feedback as part of their VR simulated learning, whereas the second group undertook the same VR simulation but did not receive haptic feedback during the simulation. Following completion of the simulated bone drilling protocol, a bone drilling exercise took place. Each participant was allowed to drill a synthetic tibia bone five times and then the plunge depth was measured. We quantified outcome in the form of plunge depth. Results There were four participants in each group. The average plunge distance in the group who were able to practice with haptic assisted VR simulation was 46mm (range: 37-56mm), the average plunge distance in the non-haptic group was 79mm (range: 44-136mm). Results showed an average reduction of 33mm in plunge depth from users in the haptic group compared to the non-haptic group. Conclusion Bone drilling simulation with haptic feedback may be an effective simulator of the motor skills that would be required to perform this action on a live patient. The study results suggest that there could be a reduction in soft tissue damage for users trained in VR simulations with haptic feedback.
Collapse
Affiliation(s)
- Miles W Benjamin
- Trauma and Orthopaedics, St George's University Hospitals NHS Foundation Trust, London, GBR
| | - Omar Sabri
- Trauma and Orthopaedics, St George's University Hospitals NHS Foundation Trust, London, GBR
| |
Collapse
|
27
|
Xiao Z, Wang G, Zhen M, Zhao Z. Stability of Intraocular Lens With Different Haptic Design: A Swept-Source Optical Coherence Tomography Study. Front Med (Lausanne) 2021; 8:705873. [PMID: 34568368 PMCID: PMC8455909 DOI: 10.3389/fmed.2021.705873] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2021] [Accepted: 08/18/2021] [Indexed: 12/14/2022] Open
Abstract
Purpose: To investigate the stability of intraocular lens (IOLs) with different haptics by swept-source anterior-segment optical coherence tomography (AS-OCT). Methods: Sixty-eight eyes from 55 patients received the implantation of Rayner 920H (Closed C-loop Group), Zeiss 509M (Plate Group) or Lenstec SOFTEC HD (C-loop Group) IOLs. The tilt and decentration of IOLs were evaluated using AS-OCT at least 1 month postoperatively. Results: Mean decentration and tilt of IOLs were 0.18 ± 0.12 mm (range 0.02 to 0.59 mm) and 5.63 ± 1.65° (range 2.2 to 9.6°) respectively. Decentration was significantly smaller in the plate haptic group (0.12 ± 0.06 mm) as compared to the C-loop group (0.22 ± 0.13 mm, P = 0.02). The tilt of IOL was also significantly smaller in the plate haptic group (4.96 ± 0.89°) as compared to the C-loop group (6.28 ± 1.83°, P = 0.01). There was marginal difference between the Closed C-loop group (5.52 ± 1.74°) and C-loop group (6.28 ± 1.83°, P = 0.07). Conclusions: The Plate-haptic IOLs should have better stability for the decentration and tilt than the C-loop design IOLs.
Collapse
Affiliation(s)
- Zixuan Xiao
- Joint Shantou International Eye Center of Shantou University and The Chinese University of Hong Kong, Shantou, China
| | - Geng Wang
- Joint Shantou International Eye Center of Shantou University and The Chinese University of Hong Kong, Shantou, China
| | - Miaoru Zhen
- Joint Shantou International Eye Center of Shantou University and The Chinese University of Hong Kong, Shantou, China
| | - Zifeng Zhao
- Joint Shantou International Eye Center of Shantou University and The Chinese University of Hong Kong, Shantou, China
| |
Collapse
|
28
|
Motaharifar M, Norouzzadeh A, Abdi P, Iranfar A, Lotfi F, Moshiri B, Lashay A, Mohammadi SF, Taghirad HD. Applications of Haptic Technology, Virtual Reality, and Artificial Intelligence in Medical Training During the COVID-19 Pandemic. Front Robot AI 2021; 8:612949. [PMID: 34476241 PMCID: PMC8407078 DOI: 10.3389/frobt.2021.612949] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2020] [Accepted: 07/29/2021] [Indexed: 12/15/2022] Open
Abstract
This paper examines how haptic technology, virtual reality, and artificial intelligence help to reduce the physical contact in medical training during the COVID-19 Pandemic. Notably, any mistake made by the trainees during the education process might lead to undesired complications for the patient. Therefore, training of the medical skills to the trainees have always been a challenging issue for the expert surgeons, and this is even more challenging in pandemics. The current method of surgery training needs the novice surgeons to attend some courses, watch some procedure, and conduct their initial operations under the direct supervision of an expert surgeon. Owing to the requirement of physical contact in this method of medical training, the involved people including the novice and expert surgeons confront a potential risk of infection to the virus. This survey paper reviews recent technological breakthroughs along with new areas in which assistive technologies might provide a viable solution to reduce the physical contact in the medical institutes during the COVID-19 pandemic and similar crises.
Collapse
Affiliation(s)
- Mohammad Motaharifar
- Advanced Robotics and Automated Systems (ARAS), Industrial Control Center of Excellence, Faculty of Electrical Engineering, K. N. Toosi University of Technology, Tehran, Iran
- Department of Electrical Engineering, University of Isfahan, Isfahan, Iran
| | - Alireza Norouzzadeh
- Advanced Robotics and Automated Systems (ARAS), Industrial Control Center of Excellence, Faculty of Electrical Engineering, K. N. Toosi University of Technology, Tehran, Iran
| | - Parisa Abdi
- Translational Ophthalmology Research Center, Farabi Eye Hospital, Tehran University of Medical Sciences, Tehran, Iran
| | - Arash Iranfar
- School of Electrical and Computer Engineering, University College of Engineering, University of Tehran, Tehran, Iran
| | - Faraz Lotfi
- Advanced Robotics and Automated Systems (ARAS), Industrial Control Center of Excellence, Faculty of Electrical Engineering, K. N. Toosi University of Technology, Tehran, Iran
| | - Behzad Moshiri
- School of Electrical and Computer Engineering, University College of Engineering, University of Tehran, Tehran, Iran
- Department of Electrical and Computer Engineering, University of Waterloo, Waterloo, ON, Canada
| | - Alireza Lashay
- Translational Ophthalmology Research Center, Farabi Eye Hospital, Tehran University of Medical Sciences, Tehran, Iran
| | - Seyed Farzad Mohammadi
- Translational Ophthalmology Research Center, Farabi Eye Hospital, Tehran University of Medical Sciences, Tehran, Iran
| | - Hamid D. Taghirad
- Advanced Robotics and Automated Systems (ARAS), Industrial Control Center of Excellence, Faculty of Electrical Engineering, K. N. Toosi University of Technology, Tehran, Iran
| |
Collapse
|
29
|
Shin JG, Kim SH. Intelligibility of Haptic Signals in Vehicle Information Systems. Sensors (Basel) 2021; 21:4583. [PMID: 34283138 PMCID: PMC8271498 DOI: 10.3390/s21134583] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/02/2021] [Revised: 06/23/2021] [Accepted: 07/02/2021] [Indexed: 11/22/2022]
Abstract
OBJECTIVE The purpose of this study was to verify changes in a driver's emotions through the physical characteristics of haptic signals. This is to improve the performance of drivers by designing haptic signals with emotional semantics. BACKGROUND Currently, drivers receive a variety of information through intelligent systems installed in their vehicles. Because this is mainly achieved through visual and auditory channels, an excessive amount of information is provided to drivers, which increases the amount of information and cognitive load that they must accept. This, in turn, can reduce driving safety. It is, therefore, necessary to develop a haptic signal, a sensory channel that has not been widely used in in-vehicle information systems. METHODS The experiment was performed to collect a driver's emotions according to the haptic signal in a driving simulator. Haptic signals were designed by various frequencies and accelerations, and driver emotions were collected through Kansei engineering techniques and analyzed through factor analysis. To verify intelligibility, haptic signals were compared and evaluated based on response time, response rate, and amount of transmitted information. RESULTS The final determined emotional map consisted of dangerousness and urgency. Based on the emotional map, four emotional semantic haptic signals were designed. It was confirmed that these four signals displayed higher performance than the discriminability haptic signal in terms of response time, response rate, and amount of transmitted information. CONCLUSIONS Using emotional maps, it is possible to design haptic signals that can be applied to various driving situations. These maps may also assist in securing design guidelines for haptic signals that apply to in-vehicle information systems.
Collapse
Affiliation(s)
- Jong-Gyu Shin
- Regional Industrial Management Research Institute, Kumoh National Institute of Technology, Gumi 39177, Korea;
| | - Sang-Ho Kim
- Department of Industrial Engineering, Kumoh National Institute of Technology, Gumi 39177, Korea
| |
Collapse
|
30
|
Fekri P, Dargahi J, Zadeh M. Corrigendum: Deep Learning-Based Haptic Guidance for Surgical Skills Transfer. Front Robot AI 2021; 8:691570. [PMID: 34026860 PMCID: PMC8132118 DOI: 10.3389/frobt.2021.691570] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2021] [Accepted: 04/12/2021] [Indexed: 12/02/2022] Open
Affiliation(s)
- Pedram Fekri
- Mechanical, Industrial, and Aerospace Engineering Department, Concordia University, Montreal, QC, Canada
| | - Javad Dargahi
- Mechanical, Industrial, and Aerospace Engineering Department, Concordia University, Montreal, QC, Canada
| | - Mehrdad Zadeh
- Electrical and Computer Engineering Department, Kettering University, Flint, MI, United States
| |
Collapse
|
31
|
Manjunatha H, Pareek S, Jujjavarapu SS, Ghobadi M, Kesavadas T, Esfahani ET. Upper Limb Home-Based Robotic Rehabilitation During COVID-19 Outbreak. Front Robot AI 2021; 8:612834. [PMID: 34109220 PMCID: PMC8181124 DOI: 10.3389/frobt.2021.612834] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2020] [Accepted: 03/03/2021] [Indexed: 12/23/2022] Open
Abstract
The coronavirus disease (COVID-19) outbreak requires rapid reshaping of rehabilitation services to include patients recovering from severe COVID-19 with post-intensive care syndromes, which results in physical deconditioning and cognitive impairments, patients with comorbid conditions, and other patients requiring physical therapy during the outbreak with no or limited access to hospital and rehabilitation centers. Considering the access barriers to quality rehabilitation settings and services imposed by social distancing and stay-at-home orders, these patients can be benefited from providing access to affordable and good quality care through home-based rehabilitation. The success of such treatment will depend highly on the intensity of the therapy and effort invested by the patient. Monitoring patients' compliance and designing a home-based rehabilitation that can mentally engage them are the critical elements in home-based therapy's success. Hence, we study the state-of-the-art telerehabilitation frameworks and robotic devices, and comment about a hybrid model that can use existing telerehabilitation framework and home-based robotic devices for treatment and simultaneously assess patient's progress remotely. Second, we comment on the patients' social support and engagement, which is critical for the success of telerehabilitation service. As the therapists are not physically present to guide the patients, we also discuss the adaptability requirement of home-based telerehabilitation. Finally, we suggest that the reformed rehabilitation services should consider both home-based solutions for enhancing the activities of daily living and an on-demand ambulatory rehabilitation unit for extensive training where we can monitor both cognitive and motor performance of the patients remotely.
Collapse
Affiliation(s)
- Hemanth Manjunatha
- Human in the Loop Systems Laboratory, Department of Mechanical and Aerospace Engineering, University at Buffalo, Buffalo, NY, United States
| | - Shrey Pareek
- Health Care Engineering Systems Center, University of Illinois Urbana-Champaign, Champaign, IL, United States
| | - Sri Sadhan Jujjavarapu
- Human in the Loop Systems Laboratory, Department of Mechanical and Aerospace Engineering, University at Buffalo, Buffalo, NY, United States
| | - Mostafa Ghobadi
- Human in the Loop Systems Laboratory, Department of Mechanical and Aerospace Engineering, University at Buffalo, Buffalo, NY, United States
| | - Thenkurussi Kesavadas
- Health Care Engineering Systems Center, University of Illinois Urbana-Champaign, Champaign, IL, United States
| | - Ehsan T Esfahani
- Human in the Loop Systems Laboratory, Department of Mechanical and Aerospace Engineering, University at Buffalo, Buffalo, NY, United States
| |
Collapse
|
32
|
Racy M, Barrow A, Tomlinson J, Bello F. Development and Validation of a Virtual Reality Haptic Femoral Nailing Simulator. J Surg Educ 2021; 78:1013-1023. [PMID: 33162363 DOI: 10.1016/j.jsurg.2020.10.004] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/08/2020] [Revised: 08/17/2020] [Accepted: 10/09/2020] [Indexed: 06/11/2023]
Abstract
OBJECTIVE To create a virtual reality (VR) femoral nailing simulator combining haptics and image intensifier functionality and then carry out validation studies to assess its educational value. DESIGN The simulator consisted of a 3D virtual environment, a haptic device and 3D printed drill handle and a VR headset. The environment was created using a video game development engine, interfaced with plugins to allow haptic feedback and image intensifier functionality. Two tasks were created within the simulator as part of an antegrade femoral intramedullary (IM) nail procedure: proximal guidewire entry and distal locking.For the validation study, participants performed the above tasks on the simulator. Metrics were collected including time taken, number of X-rays and tool distance travelled and used to assess construct validity. A questionnaire was then completed to assess authenticity and content validity. SETTING Simulator development in centre for simulation and engagement science laboratory. Validation study in a teaching hospital environment. PARTICIPANTS Orthopedic specialist trainees and consultants. RESULTS Surgeon experience (number of IM nails performed/postgraduate year) correlated with significantly improved task performance. More experienced surgeons took less time, used fewer X-rays and had greater economy of movement than less experienced surgeons. Authenticity and content validity were well rated, with criticisms primarily due to hardware limitations. CONCLUSIONS To our knowledge this is the first orthopedic simulator to combine immersive VR with haptics and full image intensifier functionality. By combining multiple aspects of surgical practice within a single device, we aimed to improve participant immersion and educational value. Our work so far has focused on technical skills, demonstrating good authenticity, content and construct validity, however our findings show promise in other applications such as nontechnical skill development and assessment.
Collapse
Affiliation(s)
- Malek Racy
- Imperial College London, Centre for Engagement and Simulation Science, Imperial College London, 3rd Floor Chelsea and Westminster Hospital (Academic Surgery), London, United Kingdom; Sheffield Teaching Hospitals NHSFT, Northern General Hospital, Sheffield, United Kingdom.
| | - Alastair Barrow
- Imperial College London, Centre for Engagement and Simulation Science, Imperial College London, 3rd Floor Chelsea and Westminster Hospital (Academic Surgery), London, United Kingdom
| | - James Tomlinson
- Sheffield Teaching Hospitals NHSFT, Northern General Hospital, Sheffield, United Kingdom
| | - Fernando Bello
- Imperial College London, Centre for Engagement and Simulation Science, Imperial College London, 3rd Floor Chelsea and Westminster Hospital (Academic Surgery), London, United Kingdom
| |
Collapse
|
33
|
Lo Valvo A, Croce D, Garlisi D, Giuliano F, Giarré L, Tinnirello I. A Navigation and Augmented Reality System for Visually Impaired People. Sensors (Basel) 2021; 21:s21093061. [PMID: 33924773 PMCID: PMC8125605 DOI: 10.3390/s21093061] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/12/2021] [Revised: 04/22/2021] [Accepted: 04/26/2021] [Indexed: 01/27/2023]
Abstract
In recent years, we have assisted with an impressive advance in augmented reality systems and computer vision algorithms, based on image processing and artificial intelligence. Thanks to these technologies, mainstream smartphones are able to estimate their own motion in 3D space with high accuracy. In this paper, we exploit such technologies to support the autonomous mobility of people with visual disabilities, identifying pre-defined virtual paths and providing context information, reducing the distance between the digital and real worlds. In particular, we present ARIANNA+, an extension of ARIANNA, a system explicitly designed for visually impaired people for indoor and outdoor localization and navigation. While ARIANNA is based on the assumption that landmarks, such as QR codes, and physical paths (composed of colored tapes, painted lines, or tactile pavings) are deployed in the environment and recognized by the camera of a common smartphone, ARIANNA+ eliminates the need for any physical support thanks to the ARKit library, which we exploit to build a completely virtual path. Moreover, ARIANNA+ adds the possibility for the users to have enhanced interactions with the surrounding environment, through convolutional neural networks (CNNs) trained to recognize objects or buildings and enabling the possibility of accessing contents associated with them. By using a common smartphone as a mediation instrument with the environment, ARIANNA+ leverages augmented reality and machine learning for enhancing physical accessibility. The proposed system allows visually impaired people to easily navigate in indoor and outdoor scenarios simply by loading a previously recorded virtual path and providing automatic guidance along the route, through haptic, speech, and sound feedback.
Collapse
Affiliation(s)
- Alice Lo Valvo
- Dipartimento di Ingegneria, Università di Palermo, Viale delle Scienze, Ed. 9, 90128 Palermo, Italy; (D.C.); (D.G.); (F.G.); (I.T.)
- Correspondence: (A.L.V.); (L.G.)
| | - Daniele Croce
- Dipartimento di Ingegneria, Università di Palermo, Viale delle Scienze, Ed. 9, 90128 Palermo, Italy; (D.C.); (D.G.); (F.G.); (I.T.)
| | - Domenico Garlisi
- Dipartimento di Ingegneria, Università di Palermo, Viale delle Scienze, Ed. 9, 90128 Palermo, Italy; (D.C.); (D.G.); (F.G.); (I.T.)
- Consorzio Nazionale Interuniversitario delle Telecomunicazioni, Viale G.P. Usberti, 181/A, 43124 Parma, Italy
| | - Fabrizio Giuliano
- Dipartimento di Ingegneria, Università di Palermo, Viale delle Scienze, Ed. 9, 90128 Palermo, Italy; (D.C.); (D.G.); (F.G.); (I.T.)
| | - Laura Giarré
- Dipartimento di Ingegneria “Enzo Ferrari”, Università di Modena e Reggio Emilia, Via P. Vivarelli, 10, 41125 Modena, Italy
- Correspondence: (A.L.V.); (L.G.)
| | - Ilenia Tinnirello
- Dipartimento di Ingegneria, Università di Palermo, Viale delle Scienze, Ed. 9, 90128 Palermo, Italy; (D.C.); (D.G.); (F.G.); (I.T.)
- Consorzio Nazionale Interuniversitario delle Telecomunicazioni, Viale G.P. Usberti, 181/A, 43124 Parma, Italy
| |
Collapse
|
34
|
Handelzalts S, Ballardini G, Avraham C, Pagano M, Casadio M, Nisky I. Integrating Tactile Feedback Technologies Into Home-Based Telerehabilitation: Opportunities and Challenges in Light of COVID-19 Pandemic. Front Neurorobot 2021; 15:617636. [PMID: 33679364 PMCID: PMC7925397 DOI: 10.3389/fnbot.2021.617636] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2020] [Accepted: 01/07/2021] [Indexed: 12/02/2022] Open
Abstract
The COVID-19 pandemic has highlighted the need for advancing the development and implementation of novel means for home-based telerehabilitation in order to enable remote assessment and training for individuals with disabling conditions in need of therapy. While somatosensory input is essential for motor function, to date, most telerehabilitation therapies and technologies focus on assessing and training motor impairments, while the somatosensorial aspect is largely neglected. The integration of tactile devices into home-based rehabilitation practice has the potential to enhance the recovery of sensorimotor impairments and to promote functional gains through practice in an enriched environment with augmented tactile feedback and haptic interactions. In the current review, we outline the clinical approaches for stimulating somatosensation in home-based telerehabilitation and review the existing technologies for conveying mechanical tactile feedback (i.e., vibration, stretch, pressure, and mid-air stimulations). We focus on tactile feedback technologies that can be integrated into home-based practice due to their relatively low cost, compact size, and lightweight. The advantages and opportunities, as well as the long-term challenges and gaps with regards to implementing these technologies into home-based telerehabilitation, are discussed.
Collapse
Affiliation(s)
- Shirley Handelzalts
- Department of Physical Therapy, Ben-Gurion University of the Negev, Be'er Sheva, Israel
- The Translational Neurorehabilitation Lab at Adi Negev Nahalat Eran, Ofakim, Israel
| | - Giulia Ballardini
- Department of Informatics, Bioengineering, Robotics and Systems Engineering, University of Genoa, Genoa, Italy
- S.C.I.L Joint Lab, Department of Informatics, Bioengineering, Robotics and System Engineering (DIBRIS), Santa Corona Hospital, Pietra Ligure, Italy
| | - Chen Avraham
- Department of Biomedical Engineering, Ben-Gurion University of the Negev, Be'er Sheva, Israel
- Zlotowski Center for Neuroscience, Ben-Gurion University of the Negev, Be'er Sheva, Israel
| | - Mattia Pagano
- Department of Informatics, Bioengineering, Robotics and Systems Engineering, University of Genoa, Genoa, Italy
- S.C.I.L Joint Lab, Department of Informatics, Bioengineering, Robotics and System Engineering (DIBRIS), Santa Corona Hospital, Pietra Ligure, Italy
| | - Maura Casadio
- Department of Informatics, Bioengineering, Robotics and Systems Engineering, University of Genoa, Genoa, Italy
- S.C.I.L Joint Lab, Department of Informatics, Bioengineering, Robotics and System Engineering (DIBRIS), Santa Corona Hospital, Pietra Ligure, Italy
| | - Ilana Nisky
- The Translational Neurorehabilitation Lab at Adi Negev Nahalat Eran, Ofakim, Israel
- Department of Biomedical Engineering, Ben-Gurion University of the Negev, Be'er Sheva, Israel
- Zlotowski Center for Neuroscience, Ben-Gurion University of the Negev, Be'er Sheva, Israel
| |
Collapse
|
35
|
Abstract
Having a trusted and useful system that helps to diminish the risk of medical errors and facilitate the improvement of quality in the medical education is indispensable. Thousands of surgical errors are occurred annually with high adverse event rate, despite inordinate number of devised patients safety initiatives. Inadvertently or otherwise, surgeons play a critical role in the aforementioned errors. Training surgeons is one of the most crucial and delicate parts of medical education and needs more attention due to its practical intrinsic. In contrast to engineering, dealing with mortal alive creatures provides a minuscule chance of trial and error for trainees. Training in operative rooms, on the other hand, is extremely expensive in terms of not only equipment but also hiring professional trainers. In addition, the COVID-19 pandemic has caused to establish initiatives such as social distancing in order to mitigate the rate of outbreak. This leads surgeons to postpone some non-urgent surgeries or operate with restrictions in terms of safety. Subsequently, educational systems are affected by the limitations due to the pandemic. Skill transfer systems in cooperation with a virtual training environment is thought as a solution to address aforesaid issues. This enables not only novice surgeons to enrich their proficiency but also helps expert surgeons to be supervised during the operation. This paper focuses on devising a solution based on deep leaning algorithms to model the behavior of experts during the operation. In other words, the proposed solution is a skill transfer method that learns professional demonstrations using different effective factors from the body of experts. The trained model then provides a real-time haptic guidance signal for either instructing trainees or supervising expert surgeons. A simulation is utilized to emulate an operating room for femur drilling surgery, which is a common invasive treatment for osteoporosis. This helps us with both collecting the essential data and assessing the obtained models. Experimental results show that the proposed method is capable of emitting guidance force haptic signal with an acceptable error rate.
Collapse
Affiliation(s)
- Pedram Fekri
- Mehchanical, Industrial, and Aerospace Engineering Department, Concordia University, Montreal, QC, Canada
| | - Javad Dargahi
- Mehchanical, Industrial, and Aerospace Engineering Department, Concordia University, Montreal, QC, Canada
| | - Mehrdad Zadeh
- Electrical and Computer Engineering Department, Kettering University, Flint, MI, United States
| |
Collapse
|
36
|
Sauter M, Stefani M, Mack W. Towards Interactive Search: Investigating Visual Search in a Novel Real-World Paradigm. Brain Sci 2020; 10:E927. [PMID: 33271888 PMCID: PMC7761395 DOI: 10.3390/brainsci10120927] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2020] [Revised: 11/27/2020] [Accepted: 11/30/2020] [Indexed: 12/01/2022] Open
Abstract
An overwhelming majority of studies on visual search and selective attention were conducted using computer screens. There are arguably shortcomings in transferring knowledge from computer-based studies to real-world search behavior as findings are based on viewing static pictures on computer screens. This does not go well with the dynamic and interactive nature of vision in the real world. It is crucial to take visual search research to the real world in order to study everyday visual search processes. The aim of the present study was to develop an interactive search paradigm that can serve as a "bridge" between classical computerized search and everyday interactive search. We based our search paradigm on simple LEGO® bricks arranged on tabletop trays to ensure comparability with classical computerized visual search studies while providing room for easily increasing the complexity of the search environment. We found that targets were grasped slower when there were more distractors (Experiment 1) and there were sizable differences between various search conditions (Experiment 2), largely in line with classical visual search research and revealing similarities to research in natural scenes. Therefore, our paradigm can be seen as a valuable asset complementing visual search research in an environment between computerized search and everyday search.
Collapse
Affiliation(s)
- Marian Sauter
- General Psychology, Bundeswehr University Munich, 85579 Neubiberg, Germany; (M.S.); (W.M.)
- General Psychology, Ulm University, Albert-Einstein-Allee 47, 89081 Ulm, Germany
| | - Maximilian Stefani
- General Psychology, Bundeswehr University Munich, 85579 Neubiberg, Germany; (M.S.); (W.M.)
| | - Wolfgang Mack
- General Psychology, Bundeswehr University Munich, 85579 Neubiberg, Germany; (M.S.); (W.M.)
| |
Collapse
|
37
|
Young KD, Prause N, Lazzaro S, Siegle GJ. Low Cost MR Compatible Haptic Stimulation with Application to fMRI Neurofeedback. Brain Sci 2020; 10:E790. [PMID: 33126691 DOI: 10.3390/brainsci10110790] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2020] [Revised: 10/23/2020] [Accepted: 10/26/2020] [Indexed: 11/17/2022] Open
Abstract
The most common feedback displays in the fMRI environment are visual, e.g., in which participants try to increase or decrease the level of a thermometer. However, haptic feedback is increasingly valued in computer interaction tasks, particularly for real-time fMRI feedback. fMRI-neurofeedback is a clinical intervention that has not yet taken advantage of this trend. Here we describe a low-cost, user-friendly, MR-compatible system that can provide graded haptic vibrotactile stimulation in an initial application to fMRI neurofeedback. We also present a feasibility demonstration showing that we could successfully set up the system and obtain data in the context of a neurofeedback paradigm. We conclude that vibrotactile stimulation using this low-cost system is a viable method of feedback presentation, and encourage neurofeedback researchers to incorporate this type of feedback into their studies.
Collapse
|
38
|
Carey LM, Mak-Yuen YYK, Matyas TA. The Functional Tactile Object Recognition Test: A Unidimensional Measure With Excellent Internal Consistency for Haptic Sensing of Real Objects After Stroke. Front Neurosci 2020; 14:542590. [PMID: 33071730 PMCID: PMC7538651 DOI: 10.3389/fnins.2020.542590] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2020] [Accepted: 08/17/2020] [Indexed: 01/01/2023] Open
Abstract
Introduction Our hands, with their exquisite sensors, work in concert with our sensing brain to extract sensory attributes of objects as we engage in daily activities. One in two people with stroke experience impaired body sensation, with negative impact on hand use and return to previous valued activities. Valid, quantitative tools are critical to measure somatosensory impairment after stroke. The functional Tactile Object Recognition Test (fTORT) is a quantitative measure of tactile (haptic) object recognition designed to test one’s ability to recognize everyday objects across seven sensory attributes using 14 object sets. However, to date, knowledge of the nature of object recognition errors is limited, and the internal consistency of performance across item scores and dimensionality of the measure have not been established. Objectives To describe the original development and construction of the test, characterize the distribution and nature of performance errors after stroke, and to evaluate the internal consistency of item scores and dimensionality of the fTORT. Method Data from existing cohorts of stroke survivors (n = 115) who were assessed on the fTORT quantitative measure of sensory performance were extracted and pooled. Item and scale analyses were conducted on the raw item data. The distribution and type of errors were characterized. Results The 14 item sets of the fTORT form a well-behaved unidimensional scale and demonstrate excellent internal consistency (Cronbach alpha of 0.93). Deletion of any item failed to improve the Cronbach score. Most items displayed a bimodal score distribution, with function and attribute errors (score 0) or correct response (score 3) being most common. A smaller proportion of one- or two-attribute errors occurred. The total score range differentiated performance over a wide range of object recognition impairment. Conclusion Unidimensional scale and similar factor loadings across all items support simple addition of the 14 item scores on the fTORT. Therapists can use the fTORT to quantify impaired tactile object recognition in people with stroke based on the current set of items. New insights on the nature of haptic object recognition impairment after stroke are revealed.
Collapse
Affiliation(s)
- Leeanne M Carey
- Department of Occupational Therapy, Social Work and Social Policy, School of Allied Health, Human Services and Sport, College of Science, Health and Engineering, La Trobe University, Melbourne, VIC, Australia.,Neurorehabilitation and Recovery, The Florey Institute of Neuroscience and Mental Health, Heidelberg, VIC, Australia
| | - Yvonne Y K Mak-Yuen
- Department of Occupational Therapy, Social Work and Social Policy, School of Allied Health, Human Services and Sport, College of Science, Health and Engineering, La Trobe University, Melbourne, VIC, Australia.,Neurorehabilitation and Recovery, The Florey Institute of Neuroscience and Mental Health, Heidelberg, VIC, Australia
| | - Thomas A Matyas
- Department of Occupational Therapy, Social Work and Social Policy, School of Allied Health, Human Services and Sport, College of Science, Health and Engineering, La Trobe University, Melbourne, VIC, Australia
| |
Collapse
|
39
|
Lupu RG, Mitruț O, Stan A, Ungureanu F, Kalimeri K, Moldoveanu A. Cognitive and Affective Assessment of Navigation and Mobility Tasks for the Visually Impaired via Electroencephalography and Behavioral Signals. Sensors (Basel) 2020; 20:E5821. [PMID: 33076251 DOI: 10.3390/s20205821] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/15/2020] [Revised: 10/12/2020] [Accepted: 10/13/2020] [Indexed: 11/25/2022]
Abstract
This paper presented the assessment of cognitive load (as an effective real-time index of task difficulty) and the level of brain activation during an experiment in which eight visually impaired subjects performed two types of tasks while using the white cane and the Sound of Vision assistive device with three types of sensory input—audio, haptic, and multimodal (audio and haptic simultaneously). The first task was to identify object properties and the second to navigate and avoid obstacles in both the virtual environment and real-world settings. The results showed that the haptic stimuli were less intuitive than the audio ones and that the navigation with the Sound of Vision device increased cognitive load and working memory. Visual cortex asymmetry was lower in the case of multimodal stimulation than in the case of separate stimulation (audio or haptic). There was no correlation between visual cortical activity and the number of collisions during navigation, regardless of the type of navigation or sensory input. The visual cortex was activated when using the device, but only for the late-blind users. For all the subjects, the navigation with the Sound of Vision device induced a low negative valence, in contrast with the white cane navigation.
Collapse
|
40
|
Dowell C, Hajnal A, Pouw W, Wagman JB. Visual and Haptic Perception of Affordances of Feelies. Perception 2020; 49:905-925. [PMID: 33002391 DOI: 10.1177/0301006620946532] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Most objects have well-defined affordances. Investigating perception of affordances of objects that were not created for a specific purpose would provide insight into how affordances are perceived. In addition, comparison of perception of affordances for such objects across different exploratory modalities (visual vs. haptic) would offer a strong test of the lawfulness of information about affordances (i.e., the invariance of such information over transformation). Along these lines, "feelies"- objects created by Gibson with no obvious function and unlike any common object-could shed light on the processes underlying affordance perception. This study showed that when observers reported potential uses for feelies, modality significantly influenced what kind of affordances were perceived. Specifically, visual exploration resulted in more noun labels (e.g., "toy") than haptic exploration which resulted in more verb labels (i.e., "throw"). These results suggested that overlapping, but distinct classes of action possibilities are perceivable using vision and haptics. Semantic network analyses revealed that visual exploration resulted in object-oriented responses focused on object identification, whereas haptic exploration resulted in action-oriented responses. Cluster analyses confirmed these results. Affordance labels produced in the visual condition were more consistent, used fewer descriptors, were less diverse, but more novel than in the haptic condition.
Collapse
Affiliation(s)
| | - Alen Hajnal
- School of Psychology, University of Southern Mississippi, United States
| | - Wim Pouw
- Donders Institute for Brain, Cognition and Behaviour, Radboud University, the Netherlands; Max Planck Institute for Psycholinguistics, the Netherlands
| | - Jeffrey B Wagman
- Department of Psychology, Illinois State University, United States
| |
Collapse
|
41
|
Georgiou T, Islam R, Holland S, van der Linden J, Price B, Mulholland P, Perry A. Rhythmic Haptic Cueing Using Wearable Devices as Physiotherapy for Huntington Disease: Case Study. JMIR Rehabil Assist Technol 2020; 7:e18589. [PMID: 32924955 PMCID: PMC7522730 DOI: 10.2196/18589] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2020] [Revised: 06/15/2020] [Accepted: 08/11/2020] [Indexed: 11/13/2022] Open
Abstract
Background Huntington disease (HD) is an inherited genetic disorder that results in the death of brain cells. HD symptoms generally start with subtle changes in mood and mental abilities; they then degenerate progressively, ensuing a general lack of coordination and an unsteady gait, ultimately resulting in death. There is currently no cure for HD. Walking cued by an external, usually auditory, rhythm has been shown to steady gait and help with movement coordination in other neurological conditions. More recently, work with other neurological conditions has demonstrated that haptic (ie, tactile) rhythmic cues, as opposed to audio cues, offer similar improvements when walking. An added benefit is that less intrusive, more private cues are delivered by a wearable device that leaves the ears free for conversation, situation awareness, and safety. This paper presents a case study where rhythmic haptic cueing (RHC) was applied to one person with HD. The case study has two elements: the gait data we collected from our wearable devices and the comments we received from a group of highly trained expert physiotherapists and specialists in HD. Objective The objective of this case study was to investigate whether RHC can be applied to improve gait coordination and limb control in people living with HD. While not offering a cure, therapeutic outcomes may delay the onset or severity of symptoms, with the potential to improve and prolong quality of life. Methods The approach adopted for this study includes two elements, one quantitative and one qualitative. The first is a repeated-measures design with three conditions: before haptic rhythm (ie, baseline), with haptic rhythm, and after exposure to haptic rhythm. The second element is an in-depth interview with physiotherapists observing the session. Results In comparison to the baseline, the physiotherapists noted a number of improvements to the participant’s kinematics during her walk with the haptic cues. These improvements continued in the after-cue condition, indicating some lasting effects. The quantitative data obtained support the physiotherapists’ observations. Conclusions The findings from this small case study, with a single participant, suggest that a haptic metronomic rhythm may have immediate, potentially therapeutic benefits for the walking kinematics of people living with HD and warrants further investigation.
Collapse
Affiliation(s)
- Theodoros Georgiou
- School of Mathematical and Computer Sciences, Heriot-Watt University, Edinburgh, United Kingdom
| | - Riasat Islam
- School of Computing and Communications, The Open University, Milton Keynes, United Kingdom
| | - Simon Holland
- School of Computing and Communications, The Open University, Milton Keynes, United Kingdom
| | - Janet van der Linden
- School of Computing and Communications, The Open University, Milton Keynes, United Kingdom
| | - Blaine Price
- School of Computing and Communications, The Open University, Milton Keynes, United Kingdom
| | - Paul Mulholland
- Knowledge Media Institute, The Open University, Milton Keynes, United Kingdom
| | - Allan Perry
- PJ Care Limited, Peterborough, United Kingdom
| |
Collapse
|
42
|
Prabakaran S, Moureiden M, Qureshi S, Sharma A, Tran T, Shaikh S. Late Intraocular Lens Dislocation Resulting From Haptic Breakage Following Cardiopulmonary Resuscitation. Cureus 2020; 12:e10456. [PMID: 33072464 PMCID: PMC7557322 DOI: 10.7759/cureus.10456] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022] Open
Abstract
We report a case of an asymptomatic 65-year-old male who on routine eye examination had anterior dislocation of an intraocular lens (IOL) implant placed 23 years prior. Ten months prior to presentation, the patient had cardiac surgery complicated by cardiac arrest requiring chest compressions. Dislocation of an intraocular lens is a rare complication of cataract surgery. One of the causative factors for haptic breakage in our case was the polyimide haptic material. Polyimide has been shown to become brittle over time in warm and moist environments such as the human eye. This case demonstrates a case of late IOL dislocation chest compressions and, to the best of our knowledge, the first such case reported in the literature.
Collapse
Affiliation(s)
- Samantha Prabakaran
- Ophthalmology, University of Central Florida College of Medicine, Orlando, USA
| | | | - Saima Qureshi
- Ophthalmology, Orlando VA Medical Center, Orlando, USA.,Ophthalmology, Howard University College of Medicine, Washington DC, USA
| | - Aman Sharma
- Ophthalmology, Orlando Veterans Affairs Medical Center, Orlando, USA.,Ophthalmology, Howard University College of Medicine, Washington DC, USA
| | - Trisha Tran
- Ophthalmology, Orlando Veterans Affairs Medical Center, Orlando, USA
| | - Saad Shaikh
- Ophthalmology, University of Central Florida College of Medicine, Orlando, USA.,Ophthalmology, University of Texas Medical Branch, Galveston, USA.,Ophthalmology, Howard University College of Medicine, Washington DC, USA.,Ophthalmology, Florida State University College of Medicine, Tallahassee, USA.,Ophthalmology, Orlando Veterans Affairs Medical Center, Orlando, USA
| |
Collapse
|
43
|
Manasseh GSL, Pritchard EWJ, Rothwell AEJ, Luck J. Pseudophakic negative dysphotopsia and intraocular lens orientation: a prospective double-masked randomized controlled trial. Acta Ophthalmol 2020; 98:e743-e746. [PMID: 32017373 DOI: 10.1111/aos.14368] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2019] [Accepted: 01/12/2020] [Indexed: 12/28/2022]
Abstract
PURPOSE To determine whether horizontal orientation of the intraocular lens optic-haptic junctions has an effect on the incidence of pseudophakic negative dysphotopsia. METHODS Single-centre prospective double-masked randomized controlled trial. 220 eyes of 201 participants undergoing routine cataract surgery were randomized to receive their intraocular lens either orientated with the optic-haptic junctions at 180° ('horizontal') or without manipulation following implantation (control). Patients were excluded according to age (<19 and > 99 years), coexisting eye disease affecting visual function and insufficient cognitive function to complete the study. In the fourth postoperative week, a telephone interview was conducted to determine rates of negative dysphotopsia. The data were analysed to provide the relative risk of negative dysphotopsia with horizontal orientation of the intraocular lens (IOL) optic-haptic junctions compared with standard treatment. RESULTS Orientating the IOL optic-haptic junctions horizontally halved the incidence of pseudophakic negative dysphotopsia in the fourth postoperative week (9/110 in the intervention group; 18/110 in the control group; RR: 0.50, 95% confidence interval: 0.235-1.064, p = 0.072). The overall incidence of negative dysphotopsia was 12.2% (27/220 participating eyes). No intraoperative adverse effects of intraocular lens rotation were reported. CONCLUSION The simple intraoperative manoeuvre of rotating the intraocular lens to orientate the optic-haptic junctions at 180° may be a safe and effective measure to reduce the risk of developing postoperative pseudophakic negative dysphotopsia in the first postoperative month. This is the first report that demonstrates the benefit of horizontal optic-haptic junction positioning to be sustained beyond the first postoperative day.
Collapse
|
44
|
Signal NEJ, McLaren R, Rashid U, Vandal A, King M, Almesfer F, Henderson J, Taylor D. Haptic Nudges Increase Affected Upper Limb Movement During Inpatient Stroke Rehabilitation: Multiple-Period Randomized Crossover Study. JMIR Mhealth Uhealth 2020; 8:e17036. [PMID: 32723718 PMCID: PMC7424469 DOI: 10.2196/17036] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2019] [Revised: 03/15/2020] [Accepted: 05/13/2020] [Indexed: 01/04/2023] Open
Abstract
BACKGROUND As many as 80% of stroke survivors experience upper limb (UL) disability. The strong relationships between disability, lost productivity, and ongoing health care costs mean reducing disability after stroke is critical at both individual and society levels. Unfortunately, the amount of UL-focused rehabilitation received by people with stroke is extremely low. Activity monitoring and promotion using wearable devices offer a potential technology-based solution to address this gap. Commonly, wearable devices are used to deliver a haptic nudge to the wearer with the aim of promoting a particular behavior. However, little is known about the effectiveness of haptic nudging in promoting behaviors in patient populations. OBJECTIVE This study aimed to estimate the effect of haptic nudging delivered via a wrist-worn wearable device on UL movement in people with UL disability following stroke undertaking inpatient rehabilitation. METHODS A multiple-period randomized crossover design was used to measure the association of UL movement with the occurrence of haptic nudge reminders to move the affected UL in 20 people with stroke undertaking inpatient rehabilitation. UL movement was observed and classified using movement taxonomy across 72 one-minute observation periods from 7:00 AM to 7:00 PM on a single weekday. On 36 occasions, a haptic nudge to move the affected UL was provided just before the observation period. On the other 36 occasions, no haptic nudge was given. The timing of the haptic nudge was randomized across the observation period for each participant. Statistical analysis was performed using mixed logistic regression. The effect of a haptic nudge was evaluated from the intention-to-treat dataset as the ratio of the odds of affected UL movement during the observation period following a "Planned Nudge" to the odds of affected limb movement during the observation period following "No Nudge." RESULTS The primary intention-to-treat analysis showed the odds ratio (OR) of affected UL movement following a haptic nudge was 1.44 (95% CI 1.28-1.63, P<.001). The secondary analysis revealed an increased odds of affected UL movement following a Planned Nudge was predominantly due to increased odds of spontaneous affected UL movement (OR 2.03, 95% CI 1.65-2.51, P<.001) rather than affected UL movement in conjunction with unaffected UL movement (OR 1.13, 95% CI 0.99-1.29, P=.07). CONCLUSIONS Haptic nudging delivered via a wrist-worn wearable device increases affected UL movement in people with UL disability following stroke undertaking inpatient rehabilitation. The promoted movement appears to be specific to the instructions given. TRIAL REGISTRATION Australia New Zealand Clinical Trials Registry 12616000654459; https://www.anzctr.org.au/Trial/Registration/TrialReview.aspx?id=370687&isReview=true.
Collapse
Affiliation(s)
| | - Ruth McLaren
- Health and Rehabilitation Research Institute, Auckland University of Technology, Auckland, New Zealand
| | - Usman Rashid
- Health and Rehabilitation Research Institute, Auckland University of Technology, Auckland, New Zealand
| | - Alain Vandal
- Department of Statistics, University of Auckland, Auckland, New Zealand
| | - Marcus King
- Callaghan Innovation, Christchurch, New Zealand
| | | | - Jeanette Henderson
- Assessment, Treatment and Rehabilitation Department, Waitakere Hospital, Waitemata District Health Board, Auckland, New Zealand
| | - Denise Taylor
- Health and Rehabilitation Research Institute, Auckland University of Technology, Auckland, New Zealand
| |
Collapse
|
45
|
Abstract
During traditional surgery, the surgeons' hands are in direct contact with organs, and surgeons rely on the sense of touch to perform surgery. In teleoperated robotic systems, all physical connections between the surgeon and both the robot and patient, are absent. The surgeon must estimate the force exerted on organs, based only on visual deformation of tissues he is pulling, pushing, gripping, or suturing. It is hard to imagine how to operate with no haptic sensations, and it is surprising that commercially available robots didn't include until now any Haptic Feedback, despite reports about tissue injury, and inability to perform complex manipulation. The sense of touch must be created by stimuli sensed by the surgeon. Haptic sensors are required to collect and send haptic information, and display them on the operator's side, creating telepresence, known as transparency. Multiple ways have been developed to improve transparency through force feedback and tactile feedback. However, this interferes with the stability of the closed-loop controlling interactions between master, robot and remote environment. Cutaneous feedback is more stable and less transparent; force feedback is more transparent and less stable. Thus, multimodal platforms of haptic feedback would try to find the best trade-off between both modalities.
Collapse
Affiliation(s)
| | - Jean-Michel El Rassi
- Department of Mechanical Engineering, Imperial College London, London, United Kingdom of Great Britain and Northern Ireland
| |
Collapse
|
46
|
Ules T, Hausberger A, Grießer M, Schlögl S, Gruber DP. Introduction of a New In-Situ Measurement System for the Study of Touch-Feel Relevant Surface Properties. Polymers (Basel) 2020; 12:E1380. [PMID: 32575513 DOI: 10.3390/polym12061380] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2020] [Revised: 06/09/2020] [Accepted: 06/16/2020] [Indexed: 12/13/2022] Open
Abstract
The touch-feel sensation of product surfaces arouses growing interest in various industry branches. To entangle the underlying physical and material parameters responsible for a specific touch-feel sensation, a new measurement system has been developed. This system aims to record the prime physical interaction parameters at a time, which is considered a necessary prerequisite for a successful physical description of the haptic sensation. The measurement setup enables one to measure the dynamic coefficient of friction, the macroscopic contact area of smooth and rough surfaces, the angle enclosed between the human finger and the soft-touch surfaces and the vibrations induced in the human finger during relative motion at a time. To validate the measurement stand, a test series has been conducted on two soft-touch surfaces of different roughness. While the individual results agree well with the literature, their combination revealed new insights. Finally, the investigation of the haptics of polymer coatings with the presented measuring system should facilitate the design of surfaces with tailor-made touch-feel properties.
Collapse
|
47
|
Katzakis N, Chen L, Steinicke F. Visual- Haptic Size Estimation in Peripersonal Space. Front Neurorobot 2020; 14:18. [PMID: 32372939 PMCID: PMC7177043 DOI: 10.3389/fnbot.2020.00018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2019] [Accepted: 03/13/2020] [Indexed: 11/18/2022] Open
Abstract
In perceptual psychology, estimations of visual depth and size under different spatial layouts have been extensively studied. However, research evidence in virtual environments (VE) is relatively lacking. The emergence of human-computer interaction (HCI) and virtual reality (VR) has raised the question of how human operators perform actions based on the estimation of visual properties in VR, especially when the sensory cues associated with the same object are conflicting. We report on an experiment in which participants compared the size of a visual sphere to a haptic sphere, belonging to the same object in a VE. The sizes from the visual and haptic modalities were either identical or conflicting (with visual size being larger than haptic size, or vice versa). We used three standard haptic references (small, medium, and large sizes) and asked participants to compare the visual sizes with the given reference, by method of constant stimuli. Results show a dominant functional priority of the visual size perception. Moreover, observers demonstrated a central tendency effect: over-estimation for smaller haptic sizes but under-estimation for larger haptic sizes. The results are in-line with previous studies in real environments (RE). We discuss the current findings in the framework of adaptation level theory for haptic size reference. This work provides important implications for the optimal design of human-computer interactions when integrating 3D visual-haptic information in a VE.
Collapse
Affiliation(s)
- Nikolaos Katzakis
- Human-Computer Interaction, Department of Informatics, Universität Hamburg, Hamburg, Germany
| | - Lihan Chen
- School of Psychological and Cognitive Sciences and Beijing Key Laboratory of Behavior and Mental Health, Peking University, Beijing, China
| | - Frank Steinicke
- Human-Computer Interaction, Department of Informatics, Universität Hamburg, Hamburg, Germany
| |
Collapse
|
48
|
Xu C, He H, Hauser SC, Gerling GJ. Tactile Exploration Strategies With Natural Compliant Objects Elicit Virtual Stiffness Cues. IEEE Trans Haptics 2020; 13:4-10. [PMID: 31841421 PMCID: PMC7147988 DOI: 10.1109/toh.2019.2959767] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
When interacting with deformable objects, tactile cues at the finger pad help inform our perception of material compliance. Nearly all prior studies have relied on highly homogenous, engineered materials such as silicone-elastomers and foams. In contrast, we employ soft plum fruit varying in ripeness; ecological substances associated with tasks of everyday life. In this article, we investigate volitional exploratory strategies and contact interactions, for comparison to engineered materials. New measurement techniques are introduced, including an ink-based method to capture finger pad to fruit contact interactions, and instrumented force and optical sensors to capture imposed force and displacement. Human-subjects experiments are conducted for both single finger touch and two finger grasp. The results indicate that terminal contact areas between soft and hard plums are indistinguishable, but the newly defined metric of virtual stiffness can differentiate between the fruits' ripeness, amidst their local variations in geometry, stiffness, and viscoelasticity. Moreover, it affords discrimination independent of one's touch force. This metric illustrates the tie between the deployment of active, exploratory strategies and the elicitation of optimal cues for perceptual discrimination. Compared to single finger touch, perceptual discrimination improves further in pinch grasp, which is indeed a more natural gesture for judging ripeness.
Collapse
|
49
|
Abstract
The ability to travel independently is crucial to an individual's quality of life but compromised by visual impairment. Several navigational aids have been developed for blind people to address this limitation. These devices typically employ auditory instructions to guide users to desired waypoints. Unfortunately, auditory instructions may interfere with users' awareness of environmental sounds that signal dangers or provide cues for spatial orientation. Accordingly, there is a need to explore the use of non-auditory modalities to convey information for safe and independent travel. Here, we explored the efficacy of a tactile navigational aid that provides turn signals via vibrations on a hip-worn belt. We compared the performance of 12 blind participants as they navigated a series of paths under the direction of the tactile belt or conventional auditory turn commands; furthermore, we assessed the effect of repeated testing, both in the presence and absence of simulated street sounds. A computer-controlled system triggered each turn command, measured participants' time-to-path-completion, and detected major navigational errors. When participants navigated in a silent environment, they performed somewhat worse with the tactile belt than the auditory device, taking longer to complete each trial and committing more errors. When participants navigated in the presence of simulated street noises, the difference in completion time between auditory and tactile navigation diminished. These results suggest that tactile navigation holds promise as an effective method in everyday environments characterized by ambient noise such as street sounds.
Collapse
Affiliation(s)
- Arnav Bharadwaj
- Department of Psychology, Neuroscience & Behaviour, McMaster University, Hamilton, ON, Canada
| | - Saurabh Bhaskar Shaw
- McMaster Neuroscience Graduate Program, McMaster University, Hamilton, ON, Canada
| | - Daniel Goldreich
- Department of Psychology, Neuroscience & Behaviour, McMaster University, Hamilton, ON, Canada
- McMaster Neuroscience Graduate Program, McMaster University, Hamilton, ON, Canada
| |
Collapse
|
50
|
Deutsch D, Schneidman E, Ahissar E. Generalization of Object Localization From Whiskers to Other Body Parts in Freely Moving Rats. Front Integr Neurosci 2019; 13:64. [PMID: 31736724 PMCID: PMC6839537 DOI: 10.3389/fnint.2019.00064] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2019] [Accepted: 10/16/2019] [Indexed: 11/13/2022] Open
Abstract
Rats can be trained to associate relative spatial locations of objects with the spatial location of rewards. Here we ask whether rats can localize static silent objects with other body parts in the dark, and if so with what resolution. We addressed these questions in trained rats, whose interactions with the objects were tracked at high-resolution before and after whisker trimming. We found that rats can use other body parts, such as trunk and ears, to localize objects. Localization resolution with non-whisking body parts (henceforth, ‘body’) was poorer than that obtained with whiskers, even when left with a single whisker at each side. Part of the superiority of whiskers was obtained via the use of multiple contacts. Transfer from whisker to body localization occurred within one session, provided that body contacts with the objects occurred before whisker trimming, or in the next session otherwise. This transfer occurred whether temporal cues were used for discrimination or when discrimination was based on spatial cues alone. Rats’ decision in each trial was based on the sensory cues acquired in that trial and on decisions and reward locations in previous trials. When sensory cues were acquired by body contacts, rat decisions relied more on the reward location in previous trials. Overall, the results suggest that rats can generalize the idea of relative object location across different body parts, while preferring to rely on whiskers-based localization, which occurs earlier and conveys higher resolution.
Collapse
Affiliation(s)
- David Deutsch
- Department of Neurobiology, The Weizmann Institute of Science, Rehovot, Israel
| | - Elad Schneidman
- Department of Neurobiology, The Weizmann Institute of Science, Rehovot, Israel
| | - Ehud Ahissar
- Department of Neurobiology, The Weizmann Institute of Science, Rehovot, Israel
| |
Collapse
|