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Ali F, Hogen CA, Miller EJ, Kaufman KR. Validation of Pelvis and Trunk Range of Motion as Assessed Using Inertial Measurement Units. Bioengineering (Basel) 2024; 11:659. [PMID: 39061741 PMCID: PMC11273649 DOI: 10.3390/bioengineering11070659] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2024] [Revised: 06/13/2024] [Accepted: 06/19/2024] [Indexed: 07/28/2024] Open
Abstract
Trunk and pelvis range of motion (ROM) is essential to perform activities of daily living. The ROM may become limited with aging or with neuromusculoskeletal disorders. Inertial measurement units (IMU) with out-of-the box software solutions are increasingly being used to assess motion. We hypothesize that the accuracy (validity) and reliability (consistency) of the trunk and pelvis ROM during steady-state gait in normal individuals as measured using the Opal APDM 6 sensor IMU system and calculated using Mobility Lab version 4 software will be comparable to a gold-standard optoelectric motion capture system. Thirteen healthy young adults participated in the study. Trunk ROM, measured using the IMU was within 5-7 degrees of the motion capture system for all three planes and within 10 degrees for pelvis ROM. We also used a triad of markers mounted on the sternum and sacrum IMU for a head-to-head comparison of trunk and pelvis ROM. The IMU measurements were within 5-10 degrees of the triad. A greater variability of ROM measurements was seen for the pelvis in the transverse plane. IMUs and their custom software provide a valid and reliable measurement for trunk and pelvis ROM in normal individuals, and important considerations for future applications are discussed.
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Affiliation(s)
- Farwa Ali
- Department of Neurology, Mayo Clinic, Rochester, MN 55905, USA
| | - Cecilia A. Hogen
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, MN 55905, USA; (C.A.H.); (E.J.M.); (K.R.K.)
| | - Emily J. Miller
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, MN 55905, USA; (C.A.H.); (E.J.M.); (K.R.K.)
| | - Kenton R. Kaufman
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, MN 55905, USA; (C.A.H.); (E.J.M.); (K.R.K.)
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Cruz J, Gonçalves SB, Neves MC, Silva HP, Silva MT. Intraoperative Angle Measurement of Anatomical Structures: A Systematic Review. SENSORS (BASEL, SWITZERLAND) 2024; 24:1613. [PMID: 38475148 PMCID: PMC10934548 DOI: 10.3390/s24051613] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/30/2024] [Revised: 02/22/2024] [Accepted: 02/28/2024] [Indexed: 03/14/2024]
Abstract
Ensuring precise angle measurement during surgical correction of orientation-related deformities is crucial for optimal postoperative outcomes, yet there is a lack of an ideal commercial solution. Current measurement sensors and instrumentation have limitations that make their use context-specific, demanding a methodical evaluation of the field. A systematic review was carried out in March 2023. Studies reporting technologies and validation methods for intraoperative angular measurement of anatomical structures were analyzed. A total of 32 studies were included, 17 focused on image-based technologies (6 fluoroscopy, 4 camera-based tracking, and 7 CT-based), while 15 explored non-image-based technologies (6 manual instruments and 9 inertial sensor-based instruments). Image-based technologies offer better accuracy and 3D capabilities but pose challenges like additional equipment, increased radiation exposure, time, and cost. Non-image-based technologies are cost-effective but may be influenced by the surgeon's perception and require careful calibration. Nevertheless, the choice of the proper technology should take into consideration the influence of the expected error in the surgery, surgery type, and radiation dose limit. This comprehensive review serves as a valuable guide for surgeons seeking precise angle measurements intraoperatively. It not only explores the performance and application of existing technologies but also aids in the future development of innovative solutions.
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Affiliation(s)
- João Cruz
- IDMEC, Instituto Superior Técnico, Universidade de Lisboa, Av. Rovisco Pais 1, 1049-001 Lisboa, Portugal; (J.C.); (S.B.G.)
| | - Sérgio B. Gonçalves
- IDMEC, Instituto Superior Técnico, Universidade de Lisboa, Av. Rovisco Pais 1, 1049-001 Lisboa, Portugal; (J.C.); (S.B.G.)
| | | | - Hugo Plácido Silva
- IT—Instituto de Telecomunicações, Instituto Superior Técnico, Universidade de Lisboa, Av. Rovisco Pais 1, 1049-001 Lisboa, Portugal;
| | - Miguel Tavares Silva
- IDMEC, Instituto Superior Técnico, Universidade de Lisboa, Av. Rovisco Pais 1, 1049-001 Lisboa, Portugal; (J.C.); (S.B.G.)
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García-Luna MA, Jimenez-Olmedo JM, Pueo B, Manchado C, Cortell-Tormo JM. Concurrent Validity of the Ergotex Device for Measuring Low Back Posture. Bioengineering (Basel) 2024; 11:98. [PMID: 38275578 PMCID: PMC10812927 DOI: 10.3390/bioengineering11010098] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2023] [Revised: 01/17/2024] [Accepted: 01/18/2024] [Indexed: 01/27/2024] Open
Abstract
Highlighting the crucial role of monitoring and quantifying lumbopelvic rhythm for spinal curvature, the Ergotex IMU, a portable, lightweight, cost-effective, and energy-efficient technology, has been specifically designed for the pelvic and lumbar area. This study investigates the concurrent validity of the Ergotex device in measuring sagittal pelvic tilt angle. We utilized an observational, repeated measures design with healthy adult males (mean age: 39.3 ± 7.6 y, body mass: 82.2 ± 13.0 kg, body height: 179 ± 8 cm), comparing Ergotex with a 3D optical tracking system. Participants performed pelvic tilt movements in anterior, neutral, and posterior conditions. Statistical analysis included paired samples t-tests, Bland-Altman plots, and regression analysis. The findings show minimal systematic error (0.08° overall) and high agreement between the Ergotex and optical tracking, with most data points falling within limits of agreement of Bland-Altman plots (around ±2°). Significant differences were observed only in the anterior condition (0.35°, p < 0.05), with trivial effect sizes (ES = 0.08), indicating that these differences may not be clinically meaningful. The high Pearson's correlation coefficients across conditions underscore a robust linear relationship between devices (r > 0.9 for all conditions). Regression analysis showed a standard error of estimate (SEE) of 1.1° with small effect (standardized SEE < 0.26 for all conditions), meaning that the expected average deviation from the true value is around 1°. These findings validate the Ergotex as an effective, portable, and cost-efficient tool for assessing sagittal pelvic tilt, with practical implications in clinical and sports settings where traditional methods might be impractical or costly.
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Affiliation(s)
- Marco A. García-Luna
- Health, Physical Activity, and Sports Technology Research Group, Faculty of Education, University of Alicante, 03690 San Vicente del Raspeig, Spain; (M.A.G.-L.); (B.P.), (J.M.C.-T.)
| | - Jose M. Jimenez-Olmedo
- Health, Physical Activity, and Sports Technology Research Group, Faculty of Education, University of Alicante, 03690 San Vicente del Raspeig, Spain; (M.A.G.-L.); (B.P.), (J.M.C.-T.)
| | - Basilio Pueo
- Health, Physical Activity, and Sports Technology Research Group, Faculty of Education, University of Alicante, 03690 San Vicente del Raspeig, Spain; (M.A.G.-L.); (B.P.), (J.M.C.-T.)
| | - Carmen Manchado
- Sports Coaching and Performance Research Group, Faculty of Education, University of Alicante, 03690 San Vicente del Raspeig, Spain;
| | - Juan M. Cortell-Tormo
- Health, Physical Activity, and Sports Technology Research Group, Faculty of Education, University of Alicante, 03690 San Vicente del Raspeig, Spain; (M.A.G.-L.); (B.P.), (J.M.C.-T.)
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Acosta-Vargas P, Flor O, Salvador-Acosta B, Suárez-Carreño F, Santórum M, Solorzano S, Salvador-Ullauri L. Inertial Sensors for Hip Arthroplasty Rehabilitation: A Scoping Review. SENSORS (BASEL, SWITZERLAND) 2023; 23:5048. [PMID: 37299775 PMCID: PMC10255108 DOI: 10.3390/s23115048] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/06/2023] [Revised: 04/08/2023] [Accepted: 05/23/2023] [Indexed: 06/12/2023]
Abstract
The objective of this scoping review is to characterize the current panorama of inertia sensors for the rehabilitation of hip arthroplasty. In this context, the most widely used sensors are IMUs, which combine accelerometers and gyroscopes to measure acceleration and angular velocity in three axes. We found that data collected by the IMU sensors are used to analyze and detect any deviation from the normal to measure the position and movement of the hip joint. The main functions of inertial sensors are to measure various aspects of training, such as speed, acceleration, and body orientation. The reviewers extracted the most relevant articles published between 2010 and 2023 in the ACM Digital Library, PubMed, ScienceDirect, Scopus, and Web of Science. In this scoping review, the PRISMA-ScR checklist was used, and a Cohen's kappa coefficient of 0.4866 was applied, implying moderate agreement between reviewers; 23 primary studies were extracted from a total of 681. In the future, it will be an excellent challenge for experts in inertial sensors with medical applications to provide access codes for other researchers, which will be one of the most critical trends in the advancement of applications of portable inertial sensors for biomechanics.
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Affiliation(s)
- Patricia Acosta-Vargas
- Facultad de Ingeniería y Ciencias Aplicadas, Universidad de Las Américas, Quito 170125, Ecuador; (O.F.); (F.S.-C.)
- Intelligent and Interactive Systems Laboratory, Universidad de Las Américas, Quito 170125, Ecuador; (B.S.-A.); (S.S.)
- Facultad de Tecnologías de Información, Universidad Latina de Costa Rica, San José 11501, Costa Rica
| | - Omar Flor
- Facultad de Ingeniería y Ciencias Aplicadas, Universidad de Las Américas, Quito 170125, Ecuador; (O.F.); (F.S.-C.)
| | - Belén Salvador-Acosta
- Intelligent and Interactive Systems Laboratory, Universidad de Las Américas, Quito 170125, Ecuador; (B.S.-A.); (S.S.)
- Facultad de Medicina, Universidad de Las Américas, Quito 170125, Ecuador
| | - Franyelit Suárez-Carreño
- Facultad de Ingeniería y Ciencias Aplicadas, Universidad de Las Américas, Quito 170125, Ecuador; (O.F.); (F.S.-C.)
| | - Marco Santórum
- Departamento de Informática y Ciencias de la Computación, Escuela Politécnica Nacional, Quito 170525, Ecuador;
| | - Santiago Solorzano
- Intelligent and Interactive Systems Laboratory, Universidad de Las Américas, Quito 170125, Ecuador; (B.S.-A.); (S.S.)
| | - Luis Salvador-Ullauri
- Department of Software and Computing Systems, University of Alicante, 03690 Alicante, Spain;
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