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Francisco-Martínez C, Prado-Olivarez J, Padilla-Medina JA, Díaz-Carmona J, Pérez-Pinal FJ, Barranco-Gutiérrez AI, Martínez-Nolasco JJ. Upper Limb Movement Measurement Systems for Cerebral Palsy: A Systematic Literature Review. SENSORS 2021; 21:s21237884. [PMID: 34883885 PMCID: PMC8659477 DOI: 10.3390/s21237884] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/24/2021] [Revised: 11/19/2021] [Accepted: 11/24/2021] [Indexed: 01/06/2023]
Abstract
Quantifying the quality of upper limb movements is fundamental to the therapeutic process of patients with cerebral palsy (CP). Several clinical methods are currently available to assess the upper limb range of motion (ROM) in children with CP. This paper focuses on identifying and describing available techniques for the quantitative assessment of the upper limb active range of motion (AROM) and kinematics in children with CP. Following the screening and exclusion of articles that did not meet the selection criteria, we analyzed 14 studies involving objective upper extremity assessments of the AROM and kinematics using optoelectronic devices, wearable sensors, and low-cost Kinect sensors in children with CP aged 4–18 years. An increase in the motor function of the upper extremity and an improvement in most of the daily tasks reviewed were reported. In the population of this study, the potential of wearable sensors and the Kinect sensor natural user interface as complementary devices for the quantitative evaluation of the upper extremity was evident. The Kinect sensor is a clinical assessment tool with a unique markerless motion capture system. Few authors had described the kinematic models and algorithms used to estimate their kinematic analysis in detail. However, the kinematic models in these studies varied from 4 to 10 segments. In addition, few authors had followed the joint assessment recommendations proposed by the International Society of Biomechanics (ISB). This review showed that three-dimensional analysis systems were used primarily for monitoring and evaluating spatiotemporal variables and kinematic parameters of upper limb movements. The results indicated that optoelectronic devices were the most commonly used systems. The joint assessment recommendations proposed by the ISB should be used because they are approved standards for human kinematic assessments. This review was registered in the PROSPERO database (CRD42021257211).
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Affiliation(s)
- Celia Francisco-Martínez
- Electronics Engineering Department, National Technology of Mexico in Celaya, Celaya 38010, Mexico; (C.F.-M.); (J.A.P.-M.); (J.D.-C.); (F.J.P.-P.); (A.I.B.-G.)
| | - Juan Prado-Olivarez
- Electronics Engineering Department, National Technology of Mexico in Celaya, Celaya 38010, Mexico; (C.F.-M.); (J.A.P.-M.); (J.D.-C.); (F.J.P.-P.); (A.I.B.-G.)
- Correspondence: ; Tel.: +52-(461)-111-2862
| | - José A. Padilla-Medina
- Electronics Engineering Department, National Technology of Mexico in Celaya, Celaya 38010, Mexico; (C.F.-M.); (J.A.P.-M.); (J.D.-C.); (F.J.P.-P.); (A.I.B.-G.)
| | - Javier Díaz-Carmona
- Electronics Engineering Department, National Technology of Mexico in Celaya, Celaya 38010, Mexico; (C.F.-M.); (J.A.P.-M.); (J.D.-C.); (F.J.P.-P.); (A.I.B.-G.)
| | - Francisco J. Pérez-Pinal
- Electronics Engineering Department, National Technology of Mexico in Celaya, Celaya 38010, Mexico; (C.F.-M.); (J.A.P.-M.); (J.D.-C.); (F.J.P.-P.); (A.I.B.-G.)
| | - Alejandro I. Barranco-Gutiérrez
- Electronics Engineering Department, National Technology of Mexico in Celaya, Celaya 38010, Mexico; (C.F.-M.); (J.A.P.-M.); (J.D.-C.); (F.J.P.-P.); (A.I.B.-G.)
| | - Juan J. Martínez-Nolasco
- Mechatronics Engineering Department, National Technology of Mexico in Celaya, Celaya 38010, Mexico;
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Raghu SL, Conners RT, Kang CK, Landrum DB, Whitehead PN. Kinematic analysis of gait in an underwater treadmill using land-based Vicon T 40s motion capture cameras arranged externally. J Biomech 2021; 124:110553. [PMID: 34161842 DOI: 10.1016/j.jbiomech.2021.110553] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2020] [Revised: 05/25/2021] [Accepted: 05/31/2021] [Indexed: 11/29/2022]
Abstract
Aquatic therapy for rehabilitation can be performed in a variety of environments, which can vary from a traditional swimming pool to a self-contained underwater treadmill. While kinematic analysis has been performed in large volume swimming pools using specific underwater motion capture systems, researchers may only have access to a land-based motion-capture system, which is not waterproof. Additionally, underwater motion capture systems may not fit within the confines of a smaller underwater treadmill. Thus, the purpose of this study was to design and analyze methodology to quantify lower limb kinematics during an aquatic treadmill session, using a land-based motion capture system. Kinematics of lower limb motion at different speeds was studied while walking on an underwater treadmill in comparison to walking on the same treadmill without water (empty tank). The effects of the presence of water on walking kinematics was analyzed and interpreted using parametric and non-parametric testing procedures. The results suggest significant influences of speed on knee and ankle angles (p < 0.05) in both dryland and aquatic scenarios. Knee and ankle angle measures revealed no significant differences between the dryland and water treadmill scenarios (p > 0.05). The increased time requirement in water for the full gait cycle found in this study indicates influence of resistive effects. This finding can be especially suited for muscle strengthening and stabilizing treatments for lower limbs. Also, a framework was developed to realize a potential methodology to use land-based motion capture cameras to successfully analyze the kinematics of gait in constrained aquatic volumes.
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Affiliation(s)
- Shreyas Lakshmipuram Raghu
- Mechanical and Aerospace Engineering Department, The Univeristy of Alabama in Huntsville, Huntsville, AL 35899, United States
| | - Ryan T Conners
- Department of Kinesiology, The Univeristy of Alabama in Huntsville, Huntsville, AL 35899, United States.
| | - Chang-Kwon Kang
- Mechanical and Aerospace Engineering Department, The Univeristy of Alabama in Huntsville, Huntsville, AL 35899, United States
| | - David Brian Landrum
- Mechanical and Aerospace Engineering Department, The Univeristy of Alabama in Huntsville, Huntsville, AL 35899, United States
| | - Paul N Whitehead
- Department of Kinesiology, The Univeristy of Alabama in Huntsville, Huntsville, AL 35899, United States
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Zhang Y, Cao W, Yu H, Meng Q, Lv J. A four-bar knee joint measurement walking system for prosthesis design. Technol Health Care 2021; 29:823-828. [PMID: 33492256 DOI: 10.3233/thc-202667] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
BACKGROUND Gait analysis is important for the lower limb prosthesis design. Simulating the natural motion of the human knee in different terrains is useful for the design and performance assessment of the prosthetic knee. OBJECTIVE This study aimed to propose a four-bar knee joint measurement system which can simulate the natural knee motions to collect the kinetic parameters precisely and analyze the walking characteristics under different terrain conditions. METHODS A low-cost four-bar knee joint mechanism was proposed and gait characteristics were assessed on level ground, ascending and descending stairs, and ascending and descending ramp. RESULTS The initial knee flexion angle during stair ascent at heel strike is obviously larger than in other walking scenes. The stance phase accounts for 53% of a single gait cycle during stair descent, which is slightly lower than other walking scenarios. The period that both the hindfoot and forefoot contact the ground in ramp descent accounts for 18%, which is less than for the others. While the forefoot contacts the ground in ramp ascent, the maximum vertical ground reaction force of the forefoot occurs when the hindfoot and forefoot simultaneously contact the ground, whereas in other scenarios the forefoot contacts the ground solely. CONCLUSIONS The four-bar knee joint can simulate the natural motion of the human knee accurately. The gait characteristics analysis of different walking scenarios indicated that the low-cost four-bar knee joint exoskeleton was suitable for human knee joint simulation.
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Affiliation(s)
- Yibin Zhang
- Rehabilitation Engineering and Technology Institute, University of Shanghai for Science and Technology, Shanghai, China.,Shanghai University of Medicine and Health Sciences, Shanghai, China
| | - Wujing Cao
- Guangdong Provincial Key Lab of Robotics and Intelligent System, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China
| | - Hongliu Yu
- Rehabilitation Engineering and Technology Institute, University of Shanghai for Science and Technology, Shanghai, China
| | - Qiaoling Meng
- Rehabilitation Engineering and Technology Institute, University of Shanghai for Science and Technology, Shanghai, China
| | - Jie Lv
- Shanghai University of Medicine and Health Sciences, Shanghai, China
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Sheng Y, Sun J, Wang W, Stuart B, Kong L, Gao J, You D, Wu X. Performance of a 6D Treatment Chair for Patient Positioning in an Upright Posture for Fixed Ion Beam Lines. Front Oncol 2020; 10:122. [PMID: 32117769 PMCID: PMC7026365 DOI: 10.3389/fonc.2020.00122] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2019] [Accepted: 01/23/2020] [Indexed: 11/13/2022] Open
Abstract
Purpose: To evaluate the mechanical accuracy and the robustness of position alignment under x-ray-based image guidance of a treatment chair with six degrees of freedom (6DTC) which was developed for patient treatment in an upright posture at fixed horizontal beam lines in particle (proton, carbon ion, or others) radiotherapy facilities. Method and Material: The positional accuracy including translational and axial rotational accuracy of the 6DTC was evaluated by using a Vicon Motion Capture System (VMCS). Stability of the chair rotation isocenter was determined by a CCD camera with an in-house developed software. The tests were carried out to examine two key motion components of the 6DTC: a floor/rail-mount 360°-rotating platform and a 6-degree-of-freedom (6DOF) platform. The measurement results were compared to that of a commercial clinical robot couch. The accuracy of position alignment, simulating the actual clinical protocol, through an Image-guided Radiation Therapy (IGRT) system was studied at the pre-treatment position and beam specific treatment position. Results: The translational accuracy was 0.12 mm (SD 0.07 mm) for the 6DOF platform. The rotational accuracy was 0.04° (SD 0.03°) and 0.02° (SD 0.02°) for the 6DOF platform and the 360° -rotating platform, respectively. The displacement between the chair rotation center and the room isocenter center was no more than 0.18 mm in all three rotational axes. Combined with an x-ray-based IGRT system, the treatment alignment test with a rigid phantom yielded a total positional accuracy of 0.23 mm (SD 0.17 mm) and 0.14° (SD 0.14°) at treatment position. Conclusions: On the basis of the rigid phantom study, the 6DTC showed comparable accuracy to the robot treatment couch. Combining with the IGRT, the 6DTC can provide position alignment with submillimeter accuracy for rigid phantom in upright posture.
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Affiliation(s)
- Yinxiangzi Sheng
- Department of Medical Physics, Shanghai Proton and Heavy Ion Center, Shanghai, China.,Shanghai Engineering Research Center of Proton and Heavy Ion Radiation Therapy, Shanghai, China
| | - Jiayao Sun
- Department of Medical Physics, Shanghai Proton and Heavy Ion Center, Shanghai, China.,Shanghai Engineering Research Center of Proton and Heavy Ion Radiation Therapy, Shanghai, China
| | - Weiwei Wang
- Department of Medical Physics, Shanghai Proton and Heavy Ion Center, Shanghai, China.,Shanghai Engineering Research Center of Proton and Heavy Ion Radiation Therapy, Shanghai, China
| | - Brian Stuart
- Executive Medical Physics Associates, Miami, FL, United States
| | - Lin Kong
- Shanghai Engineering Research Center of Proton and Heavy Ion Radiation Therapy, Shanghai, China.,Department of Radiation Oncology, Shanghai Proton and Heavy Ion Center, Fudan University Cancer Hospital, Shanghai, China
| | - Jing Gao
- Shanghai Engineering Research Center of Proton and Heavy Ion Radiation Therapy, Shanghai, China.,Department of Radiation Oncology, Shanghai Proton and Heavy Ion Center, Shanghai, China
| | - Dan You
- Shanghai Engineering Research Center of Proton and Heavy Ion Radiation Therapy, Shanghai, China.,Department of Medical Physics, Shanghai Proton and Heavy Ion Center, Fudan University Cancer Hospital, Shanghai, China
| | - Xiaodong Wu
- Department of Medical Physics, Shanghai Proton and Heavy Ion Center, Shanghai, China.,Shanghai Engineering Research Center of Proton and Heavy Ion Radiation Therapy, Shanghai, China
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Skurowski P, Pawlyta M. On the Noise Complexity in an Optical Motion Capture Facility. SENSORS 2019; 19:s19204435. [PMID: 31614939 PMCID: PMC6832304 DOI: 10.3390/s19204435] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/15/2019] [Revised: 10/05/2019] [Accepted: 10/08/2019] [Indexed: 11/25/2022]
Abstract
Optical motion capture systems are state-of-the-art in motion acquisition; however, like any measurement system they are not error-free: noise is their intrinsic feature. The works so far mostly employ a simple noise model, expressing the uncertainty as a simple variance. In the work, we demonstrate that it might be not sufficient and we prove the existence of several types of noise and demonstrate how to quantify them using Allan variance. Such a knowledge is especially important for using optical motion capture to calibrate other techniques, and for applications requiring very fine quality of recording. For the automated readout of the noise coefficients, we solve the multidimensional regression problem using sophisticated metaheuristics in the exploration-exploitation scheme. We identified in the laboratory the notable contribution to the overall noise from white noise and random walk, and a minor contribution from blue noise and flicker, whereas the violet noise is absent. Besides classic types of noise we identified the presence of the correlated noises and periodic distortion. We analyzed also how the noise types scale with an increasing number of cameras. We had also the opportunity to observe the influence of camera failure on the overall performance.
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Affiliation(s)
- Przemysław Skurowski
- Institute of Informatics, Silesian University of Technology, Akademicka 16, 44-100 Gliwice, Poland.
| | - Magdalena Pawlyta
- Polish-Japanese Academy of Information Technology, Koszykowa 86, 02-008 Warsaw, Poland.
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