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Polizzi A, Rinella S, Ruggieri M, Gentile AE, Verrelli CM, Iosa M. Efficacy of videogames and exergames in pediatric neurorehabilitation: a systematic review. Minerva Pediatr (Torino) 2024; 76:690-702. [PMID: 37335184 DOI: 10.23736/s2724-5276.23.07146-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/21/2023]
Abstract
INTRODUCTION In recent years, the rehabilitation of children with neurological disorders has taken into account the possibility of using videogaming consoles and virtual reality systems to make children's therapy more enjoyable, motivating, participated and effective. This study aims at conducting a systematic review about the use and the efficacy of digital games in pediatric neurorehabilitation. EVIDENCE ACQUISITION In accordance with the PRISMA approach, a rather wide-ranging search was conducted on PubMed, Scopus, and Web of Science databases by using different combinations of keywords based on MeSH terms. EVIDENCE SYNTHESIS Fifty-five papers have been included into this review, namely, 38 original studies and 17 reviews. The total number of children and adolescents is 573, with 58% of them being affected by cerebral palsy. Despite a wide variability in the adopted protocols, devices, assessment tools, and a more frequent focus on motor aspects than on cognitive ones, the results of the majority of the analyzed studies support the safety (i.e., absence of severe adverse effects) and efficacy of the videogame-based therapy. CONCLUSIONS Videogames, when administered by means of commercial consoles or ad-hoc digital systems, seem to be a valid support for physical therapy. Further researchers are needed to deeply investigate the role of this approach in cognitive therapy and cognitive outcomes.
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Affiliation(s)
- Agata Polizzi
- Department of Educational Science, University of Catania, Catania, Italy
| | - Sergio Rinella
- Department of Educational Science, University of Catania, Catania, Italy
| | - Martino Ruggieri
- Unit of Clinical Pediatrics, Department of Clinical and Experimental Medicine, University of Catania, Catania, Italy
| | - Amalia E Gentile
- National Center for Rare Diseases, Istituto Superiore di Sanità, Rome, Italy
| | - Cristiano M Verrelli
- Department of Electronic Engineering, University of Rome Tor Vergata, Rome, Italy
| | - Marco Iosa
- Department of Psychology, Sapienza University, Rome, Italy -
- Scientific Institute for Research, Hospitalization and Healthcare (IRCCS), Santa Lucia Foundation, Rome, Italy
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Gröble S, van Hedel HJA, Keller JW, Ammann-Reiffer C. Differences in gait parameters when crossing real versus projected everyday life obstacles in healthy children and adolescents. Sci Rep 2023; 13:7848. [PMID: 37188711 DOI: 10.1038/s41598-023-34276-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2022] [Accepted: 04/27/2023] [Indexed: 05/17/2023] Open
Abstract
Practicing complex everyday life walking activities is challenging in paediatric neurorehabilitation, although it would prepare patients more comprehensively for the requirements of daily life. Floor projections allow simulation and training of such situations in therapy. Twenty healthy youths aged 6-18 years stepped over a tree trunk and balanced over kerbstones in a real and projected condition. Spatiotemporal and kinematic parameters of the two conditions were compared by equivalence analysis, using the medians of the differences between the two conditions with their bootstrapped 95% confidence intervals. Velocity, step and stride length, step width, and single support time were generally equivalent between the two conditions. Knee and hip joint angles and toe clearance decreased substantially during the execution phase of the projected tree trunk condition. The largest differences were found at the end of the execution phase in both tasks for the ankle joints. As spatiotemporal parameters were equivalent between the conditions, floor projections seem suitable to train precise foot placement. However, differences in knee and hip joint kinematics and toe clearance revealed that floor projections are not applicable for obstacles with a vertical extension. Therefore, exercises aiming at knee and hip flexion improvement should favourably be trained with real objects.
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Affiliation(s)
- Sabrina Gröble
- Swiss Children's Rehab, University Children's Hospital Zurich, Mühlebergstrasse 104, 8910, Affoltern am Albis, Switzerland.
- Children's Research Center, University Children's Hospital Zurich, University of Zurich, Steinwiesstrasse 75, 8032, Zurich, Switzerland.
- Department of Health Sciences and Technology, ETH Zurich, Leopold-Ruzicka-Weg 4, 8093, Zurich, Switzerland.
- Department of Health Professions, Applied Research & Development in Nursing, Bern University of Applied Sciences, Murtenstrasse 10, 3008, Bern, Switzerland.
| | - Hubertus J A van Hedel
- Swiss Children's Rehab, University Children's Hospital Zurich, Mühlebergstrasse 104, 8910, Affoltern am Albis, Switzerland
- Children's Research Center, University Children's Hospital Zurich, University of Zurich, Steinwiesstrasse 75, 8032, Zurich, Switzerland
| | - Jeffrey W Keller
- Swiss Children's Rehab, University Children's Hospital Zurich, Mühlebergstrasse 104, 8910, Affoltern am Albis, Switzerland
- Children's Research Center, University Children's Hospital Zurich, University of Zurich, Steinwiesstrasse 75, 8032, Zurich, Switzerland
- Federal Office of Public Health FOPH, Schwarzenburgstrasse 157, 3003, Bern, Switzerland
| | - Corinne Ammann-Reiffer
- Swiss Children's Rehab, University Children's Hospital Zurich, Mühlebergstrasse 104, 8910, Affoltern am Albis, Switzerland
- Children's Research Center, University Children's Hospital Zurich, University of Zurich, Steinwiesstrasse 75, 8032, Zurich, Switzerland
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Castelli E, Beretta E, De Tanti A, Arduini F, Biffi E, Colazza A, Di Pede C, Guzzetta A, Lucarini L, Maghini I, Mandalà M, Nespoli M, Pavarelli C, Policastro F, Polverelli M, Rossi A, Sgandurra G, Boldrini P, Bonaiuti D, Mazzoleni S, Posteraro F, Benanti P, Draicchio F, Falabella V, Galeri S, Gimigliano F, Grigioni M, Mazzon S, Molteni F, Morone G, Petrarca M, Picelli A, Senatore M, Turchetti G, Saviola D, Turchetti G. Robot-assisted rehabilitation for children with neurological disabilities: Results of the Italian consensus conference CICERONE. NeuroRehabilitation 2022; 51:665-679. [PMID: 36530098 DOI: 10.3233/nre-220036] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
BACKGROUND The use of robotic technologies in pediatric rehabilitation has seen a large increase, but with a lack of a comprehensive framework about their effectiveness. OBJECTIVE An Italian Consensus Conference has been promoted to develop recommendations on these technologies: definitions and classification criteria of devices, indications and limits of their use in neurological diseases, theoretical models, ethical and legal implications. In this paper, we present the results for the pediatric age. METHODS A systematic search on Cochrane Library, PEDro and PubMed was performed. Papers published up to March 1st, 2020, in English, were included and analyzed using the methodology of the Centre for Evidence-Based Medicine in Oxford, AMSTAR2 and PEDro scales for systematic reviews and RCT, respectively. RESULTS Some positives aspects emerged in the area of gait: an increased number of children reaching the stance, an improvement in walking distance, speed and endurance. Critical aspects include the heterogeneity of the studied cases, measurements and training protocols. CONCLUSION Many studies demonstrate the benefits of robotic training in developmental age. However, it is necessary to increase the number of trials to achieve greater homogeneity between protocols and to confirm the effectiveness of pediatric robotic rehabilitation.
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Affiliation(s)
| | - Elena Beretta
- IRCCS Eugenio Medea, La Nostra Famiglia, Ponte Lambro, Italy
| | - Antonio De Tanti
- KOS-CARE, Santo Stefano Rehabilitation, Cardinal Ferrari Center, Parma, Italy
| | | | - Emilia Biffi
- IRCCS Eugenio Medea, La Nostra Famiglia, Ponte Lambro, Italy
| | | | - Chiara Di Pede
- IRCCS Eugenio Medea, La Nostra Famiglia, Ponte Lambro, Italy
| | - Andrea Guzzetta
- Dipartimento di Medicina Clinica e Sperimentale, Università di Pisa, Pisa, Italy.,Dipartimento di Neuroscienze dello Sviluppo, IRCCS Stella Maris, Pisa, Italy
| | | | - Irene Maghini
- Department of Women's and Children's Health, Pediatric Pain and Palliative Care Service, University of Padua, Padua, Italy
| | - Martina Mandalà
- IRCCS Santa Maria Nascente - Fondazione Don C. Gnocchi, Milan, Italy
| | | | - Claudia Pavarelli
- Servizio di Neuropsichiatria Infanzia e dell'Adolescenza (NPIA), Vignola, Italy
| | - Francesca Policastro
- Dipartimento Scienze Mediche e Chirurgiche, Università degli Studi di Trieste, Trieste, Italy
| | - Marco Polverelli
- Dipartimento Riabilitazione, Azienda Ospedaliera Nazionale SS Antonio e Biagio e Cesare Arrigo, Alessandria, Italy
| | - Andrea Rossi
- ASST Spedali Civili di Brescia, Ospedale dei Bambini, Brescia, Italy
| | - Giuseppina Sgandurra
- Dipartimento di Medicina Clinica e Sperimentale, Università di Pisa, Pisa, Italy.,Dipartimento di Neuroscienze dello Sviluppo, IRCCS Stella Maris, Pisa, Italy
| | - Paolo Boldrini
- Italian Society of Physical Medicine and Rehabilitation, (SIMFER), Rome, Italy
| | - Donatella Bonaiuti
- Italian Society of Physical Medicine and Rehabilitation, (SIMFER), Rome, Italy
| | - Stefano Mazzoleni
- Department of Electrical and Information Engineering, Politecnico di Bari, Bari, Italy
| | - Federico Posteraro
- Department of Rehabilitation, Versilia Hospital - AUSL12, Viareggio, Italy
| | | | - Francesco Draicchio
- Department of Occupational and Environmental Medicine, Epidemiology and Hygiene, INAIL, Rome, Italy
| | - Vincenzo Falabella
- Italian Federation of Persons with Spinal Cord Injuries (FAIP Onlus), Rome, Italy
| | | | - Francesca Gimigliano
- Department of Mental, Physical Health and Preventive Medicine, University of Campania "Luigi Vanvitelli", Naples, Italy
| | - Mauro Grigioni
- National Center for Innovative Technologies in Public Health, Italian National Institute of Health, Rome, Italy
| | - Stefano Mazzon
- Rehabilitation Unit, ULSS (Local Health Autority) Euganea, Camposampietro Hospital, Padua, Italy
| | - Franco Molteni
- Department of Rehabilitation Medicine, Villa Beretta Rehabilitation Center, Valduce Hospital, Lecco, Italy
| | | | - Maurizio Petrarca
- Movement Analysis and Robotics Laboratory (MARlab), IRCCS Bambino Gesù Children's Hospital, Rome, Italy
| | - Alessandro Picelli
- Department of Neurosciences, Biomedicine and Movement Sciences, University of Verona, Verona, Italy
| | - Michele Senatore
- Associazione Italiana dei Terapisti Occupazionali (AITO), Rome, Italy
| | | | - Donatella Saviola
- KOS-CARE, Santo Stefano Rehabilitation, Cardinal Ferrari Center, Parma, Italy
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Iosa M, Verrelli CM, Gentile AE, Ruggieri M, Polizzi A. Gaming Technology for Pediatric Neurorehabilitation: A Systematic Review. Front Pediatr 2022; 10:775356. [PMID: 35155305 PMCID: PMC8832052 DOI: 10.3389/fped.2022.775356] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/13/2021] [Accepted: 01/05/2022] [Indexed: 12/16/2022] Open
Abstract
INTRODUCTION The emergence of gaming technologies, such as videogames and virtual reality, provides a wide variety of possibilities in intensively and enjoyably performing rehabilitation for children with neurological disorders. Solid evidence-based results are however required to promote the use of different gaming technologies in pediatric neurorehabilitation, while simultaneously exploring new related directions concerning neuro-monitoring and rehabilitation in familiar settings. AIM OF THE STUDY AND METHODS In order to analyze the state of the art regarding the available gaming technologies for pediatric neurorehabilitation, Scopus and Pubmed Databases have been searched by following: PRISMA statements, PICOs classification, and PEDro scoring. RESULTS 43 studies have been collected and classified as follows: 11 feasibility studies; six studies proposing home-system solutions; nine studies presenting gamified robotic devices; nine longitudinal intervention trials; and eight reviews. Most of them rely on feasibility or pilot trials characterized by small sample sizes and short durations; different methodologies, outcome assessments and terminologies are involved; the explored spectrum of neurological conditions turns out to be scanty, mainly including the most common and wider debilitating groups of conditions in pediatric neurology: cerebral palsy, brain injuries and autism. CONCLUSION Even though it highlights reduced possibilities of drawing evidence-based conclusions due to the above outlined biases, this systematic review raises awareness among pediatricians and other health professionals about gaming technologies. Such a review also points out a definite need of rigorous studies that clearly refer to the underlying neuroscientific principles.
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Affiliation(s)
- Marco Iosa
- Department of Psychology, Sapienza University of Rome, Rome, Italy.,Scientific Institute for Research, Hospitalization and Healthcare (IRCCS) Santa Lucia Foundation, Rome, Italy
| | | | - Amalia Egle Gentile
- National Centre for Rare Diseases, Istituto Superiore di Sanità, Rome, Italy
| | - Martino Ruggieri
- Unit of Rare Diseases of the Nervous System in Childhood, Department of Clinical and Experimental Medicine, University of Catania, Catania, Italy
| | - Agata Polizzi
- Department of Educational Science, Chair of Pediatrics, University of Catania, Catania, Italy
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Gonzalez A, Garcia L, Kilby J, McNair P. Robotic devices for paediatric rehabilitation: a review of design features. Biomed Eng Online 2021; 20:89. [PMID: 34488777 PMCID: PMC8420060 DOI: 10.1186/s12938-021-00920-5] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2021] [Accepted: 08/06/2021] [Indexed: 01/11/2023] Open
Abstract
Children with physical disabilities often have limited performance in daily activities, hindering their physical development, social development and mental health. Therefore, rehabilitation is essential to mitigate the adverse effects of the different causes of physical disabilities and improve independence and quality of life. In the last decade, robotic rehabilitation has shown the potential to augment traditional physical rehabilitation. However, to date, most robotic rehabilitation devices are designed for adult patients who differ in their needs compared to paediatric patients, limiting the devices' potential because the paediatric patients' needs are not adequately considered. With this in mind, the current work reviews the existing literature on robotic rehabilitation for children with physical disabilities, intending to summarise how the rehabilitation robots could fulfil children's needs and inspire researchers to develop new devices. A literature search was conducted utilising the Web of Science, PubMed and Scopus databases. Based on the inclusion-exclusion criteria, 206 publications were included, and 58 robotic devices used by children with a physical disability were identified. Different design factors and the treated conditions using robotic technology were compared. Through the analyses, it was identified that weight, safety, operability and motivation were crucial factors to the successful design of devices for children. The majority of the current devices were used for lower limb rehabilitation. Neurological disorders, in particular cerebral palsy, were the most common conditions for which devices were designed. By far, the most common actuator was the electric motor. Usually, the devices present more than one training strategy being the assistive strategy the most used. The admittance/impedance method is the most popular to interface the robot with the children. Currently, there is a trend on developing exoskeletons, as they can assist children with daily life activities outside of the rehabilitation setting, propitiating a wider adoption of the technology. With this shift in focus, it appears likely that new technologies to actuate the system (e.g. serial elastic actuators) and to detect the intention (e.g. physiological signals) of children as they go about their daily activities will be required.
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Affiliation(s)
- Alberto Gonzalez
- BioDesign Lab, School of Engineering, Computer and Mathematical Sciences, Auckland University of Technology, Auckland, New Zealand
| | - Lorenzo Garcia
- BioDesign Lab, School of Engineering, Computer and Mathematical Sciences, Auckland University of Technology, Auckland, New Zealand.
| | - Jeff Kilby
- BioDesign Lab, School of Engineering, Computer and Mathematical Sciences, Auckland University of Technology, Auckland, New Zealand
| | - Peter McNair
- Health and Rehabilitation Research Institute, Auckland University of Technology, Auckland, New Zealand
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Kim H, Kim HK, Kim N, Nam CS. Dual Task Effects on Speed and Accuracy During Cognitive and Upper Limb Motor Tasks in Adults With Stroke Hemiparesis. Front Hum Neurosci 2021; 15:671541. [PMID: 34220473 PMCID: PMC8250862 DOI: 10.3389/fnhum.2021.671541] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2021] [Accepted: 05/12/2021] [Indexed: 11/13/2022] Open
Abstract
Background Adults with stroke need to perform cognitive-motor dual tasks during their day-to-day activities. However, they face several challenges owing to their impaired motor and cognitive functions. Objective This case-controlled pilot study investigates the speed and accuracy tradeoffs in adults with stroke while performing cognitive-upper limb motor dual tasks. Methods Ten adults with stroke and seven similar-aged controls participated in this study. The participants used a robotic arm for the single motor task and participated in either the serial sevens (S7) or the controlled oral word association test (COWAT) for single-cognitive task. For the dual task, the participants performed the motor and cognitive components simultaneously. Their speed and accuracy were measured for the motor and cognitive tasks, respectively. Results Two-sample t-statistics indicated that the participants with stroke exhibited a lower motor accuracy in the cross task than in the circle task. The cognitive speed and motor accuracy registered by the subjects with stroke in the dual task significantly decreased. There was a negative linear correlation between motor speed and accuracy in the subjects with stroke when the COWAT task was performed in conjunction with the cross task (ρ = -0.6922, p = 0.0388). Conclusions This study proves the existence of cognitive-upper limb motor interference in adults with stroke while performing dual tasks, based on the observation that their performance during one or both dual tasks deteriorated compared to that during the single task. Both speed and accuracy were complementary parameters that may indicate clinical effectiveness in motor and cognitive outcomes in individuals with stroke.
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Affiliation(s)
- Hogene Kim
- Department of Clinical Rehabilitation Research, National Rehabilitation Center, Seoul, South Korea
| | - Hyun-Ki Kim
- Department of Clinical Rehabilitation Research, National Rehabilitation Center, Seoul, South Korea
| | - Nayoung Kim
- Department of Industrial Engineering, North Carolina State University, Raleigh, NC, United States
| | - Chang S Nam
- Department of Industrial Engineering, North Carolina State University, Raleigh, NC, United States
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Moreira R, Alves J, Matias A, Santos C. Smart and Assistive Walker - ASBGo: Rehabilitation Robotics: A Smart-Walker to Assist Ataxic Patients. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2020; 1170:37-68. [PMID: 32067202 DOI: 10.1007/978-3-030-24230-5_2] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
Locomotion is an important human faculty that affects an individual's life, bringing not only physical and psychosocial implications but also heavy social-economic consequences. Thus, it becomes paramount to find means (augmentative/assistive devices) to empower the user's residual capacities and promote functional recovery.In this context, a smart walker (SW) is explored for further clinical evaluation of ataxic patients during walker-assisted and to serve as a functional compensation and assist-as-needed personalized/customized rehabilitation tool, autonomously adapting assistance to the users' needs, through innovative combination of real-time multimodal sensory information from SW built-in sensors. To meet the users' needs, its design was weighed, considering to whom it is intended.Thereby, this paper presents the system overview, focusing on design considerations, mechanical structure (frame and main components), electronic and mechatronic components, followed by its functionalities. Lastly, it presents results regarding the main functionalities, addressing clinical evidence.
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Affiliation(s)
- Rui Moreira
- Universidade do Minho, Guimarães, Portugal
- Center for Microelectromechanical Systems (CMEMS) / Academic Clinical Center (2CA Braga, Braga Hospital), Guimarães, Portugal
| | - Joana Alves
- Universidade do Minho, Guimarães, Portugal
- Center for Microelectromechanical Systems (CMEMS) / Academic Clinical Center (2CA Braga, Braga Hospital), Guimarães, Portugal
| | - Ana Matias
- Hospital de Braga, Braga, Portugal
- Departamento de Medicina Física e de Reabilitação, Braga, Portugal
| | - Cristina Santos
- Universidade do Minho, Guimarães, Portugal.
- Center for Microelectromechanical Systems (CMEMS) / Academic Clinical Center (2CA Braga, Braga Hospital), Guimarães, Portugal.
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Morone G, Spitoni GF, De Bartolo D, Ghanbari Ghooshchy S, Di Iulio F, Paolucci S, Zoccolotti P, Iosa M. Rehabilitative devices for a top-down approach. Expert Rev Med Devices 2019; 16:187-195. [PMID: 30677307 DOI: 10.1080/17434440.2019.1574567] [Citation(s) in RCA: 39] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
INTRODUCTION In recent years, neurorehabilitation has moved from a 'bottom-up' to a 'top down' approach. This change has also involved the technological devices developed for motor and cognitive rehabilitation. It implies that during a task or during therapeutic exercises, new 'top-down' approaches are being used to stimulate the brain in a more direct way to elicit plasticity-mediated motor re-learning. This is opposed to 'Bottom up' approaches, which act at the physical level and attempt to bring about changes at the level of the central neural system. AREAS COVERED In the present unsystematic review, we present the most promising innovative technological devices that can effectively support rehabilitation based on a top-down approach, according to the most recent neuroscientific and neurocognitive findings. In particular, we explore if and how the use of new technological devices comprising serious exergames, virtual reality, robots, brain computer interfaces, rhythmic music and biofeedback devices might provide a top-down based approach. EXPERT COMMENTARY Motor and cognitive systems are strongly harnessed in humans and thus cannot be separated in neurorehabilitation. Recently developed technologies in motor-cognitive rehabilitation might have a greater positive effect than conventional therapies.
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Affiliation(s)
- Giovanni Morone
- a Private Inpatient Unit , Santa Lucia foundation IRCCS , Rome , Italy.,b Clinical Laboratory of Experimental Neurorehabilitation , Santa Lucia Foundation IRCCS , Rome , Italy
| | - Grazia Fernanda Spitoni
- c Department of Psychology , Sapienza University of Rome , Rome , Italy.,d Laboratory of Neuropsychology , IRCCS Santa Lucia Foundation , Rome , Italy
| | - Daniela De Bartolo
- b Clinical Laboratory of Experimental Neurorehabilitation , Santa Lucia Foundation IRCCS , Rome , Italy.,c Department of Psychology , Sapienza University of Rome , Rome , Italy
| | - Sheida Ghanbari Ghooshchy
- b Clinical Laboratory of Experimental Neurorehabilitation , Santa Lucia Foundation IRCCS , Rome , Italy.,c Department of Psychology , Sapienza University of Rome , Rome , Italy
| | - Fulvia Di Iulio
- e UOC 3 Neurorihabilitation Santa Lucia Foundation IRCCS , Rome , Italy
| | - Stefano Paolucci
- a Private Inpatient Unit , Santa Lucia foundation IRCCS , Rome , Italy.,b Clinical Laboratory of Experimental Neurorehabilitation , Santa Lucia Foundation IRCCS , Rome , Italy
| | | | - Marco Iosa
- b Clinical Laboratory of Experimental Neurorehabilitation , Santa Lucia Foundation IRCCS , Rome , Italy
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