TY - JOUR
T1 - Cost-Effective and Efficient Solutions for the Assessment and Practice of Upper Extremity Motor Performance
AU - Yozevitch, Roi
AU - Toledo, Silvi Frenkel
AU - Elion, Orit
AU - Levy, Lital
AU - Ambaw, Asmare
AU - Holdengreber, Eldad
N1 - Publisher Copyright:
IEEE
PY - 2023/10/1
Y1 - 2023/10/1
N2 - The use of new technologies in the field of motor rehabilitation aims to improve both movements and functions. Specifically, such use is important in rehabilitating the upper extremity (UE) because UE motor impairment is a common disabling factor with unsatisfactory rehab results that reduce the patient's quality of life. The existing technological means for assessment and practice in the clinical field are generally based on expensive and cumbersome systems. This work presents accurate, robust, and easy-to-operate two new possible technological solutions for assessments and treatments. These solutions enable receiving accurate real-time information regarding motor performance which is essential for assessment and practice in motor rehabilitation for the patient and the therapist. The first is based on depth programming cameras. A depth camera can give accurate high-speed 3-D information of the hand movements of up to 100 frames/s. The second is based on the use of a cheap, easy-to-use webcam found in every modern laptop. Utilizing these features, we were able to perform some classic research paradigms that relate to the motor domain of the UE. Results indicate that using the proposed technological means could significantly enhance the field of motor rehabilitation.
AB - The use of new technologies in the field of motor rehabilitation aims to improve both movements and functions. Specifically, such use is important in rehabilitating the upper extremity (UE) because UE motor impairment is a common disabling factor with unsatisfactory rehab results that reduce the patient's quality of life. The existing technological means for assessment and practice in the clinical field are generally based on expensive and cumbersome systems. This work presents accurate, robust, and easy-to-operate two new possible technological solutions for assessments and treatments. These solutions enable receiving accurate real-time information regarding motor performance which is essential for assessment and practice in motor rehabilitation for the patient and the therapist. The first is based on depth programming cameras. A depth camera can give accurate high-speed 3-D information of the hand movements of up to 100 frames/s. The second is based on the use of a cheap, easy-to-use webcam found in every modern laptop. Utilizing these features, we were able to perform some classic research paradigms that relate to the motor domain of the UE. Results indicate that using the proposed technological means could significantly enhance the field of motor rehabilitation.
KW - Accuracy calibration
KW - MediaPipe
KW - depth cameras
KW - leap motion
KW - motor rehabilitation
UR - http://www.scopus.com/inward/record.url?scp=85168271965&partnerID=8YFLogxK
U2 - 10.1109/JSEN.2023.3303892
DO - 10.1109/JSEN.2023.3303892
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AN - SCOPUS:85168271965
SN - 1530-437X
VL - 23
SP - 23494
EP - 23499
JO - IEEE Sensors Journal
JF - IEEE Sensors Journal
IS - 19
ER -