TY - GEN
T1 - Exercise game Rehabilitation of post-injury patients on range of motion
T2 - 2021 International Conference on Biomedical Engineering, ICoBE 2021
AU - Gharaei, Niayesh
AU - Abdullah, Zul Hilmi
AU - Ismail, Waidah
AU - Grosan, Crina
AU - Hendradi, Rimuljo
N1 - Funding Information:
The authors would like to acknowledge the supporters of this project which is a part by Fundamental Research Grant Scheme FRGS, Ministry of Higher Education with Application ID 225085-266898 and reference code - FRGS/1/2018/ICT02/USIM/02/1, University Sains Islam Malaysia (USIM), Faculty of Science and Technology (FST), Project code(USIM/FRGS/FST/055002/51918). This work also supported by the Newton-Ungku Omar Fund from Malaysia Industry Government Group from High Technology (MIGHT) and code grant USIM/INT-NEWTON/FST/IHRAM/053000/41616
Publisher Copyright:
© 2023 Author(s).
PY - 2023/2/21
Y1 - 2023/2/21
N2 - Telerehabilitation defined as an alternative against the usual rehabilitation service which helps patients in rural areas to get access to a less service that is practical concerning logistics and costs in a controlled environment. But increase in usage of mobile phones or other wireless devices. Medical Interactive Rehabilitation Assistant (MIRA) software is one of the software capturing the data of patient's rehabilitation progress and data analysis. Physiotherapists are using a default setting in rehabilitation for patients in exergames. This can lead to lack of appropriate settings for the patients. The default setting includes level of difficulty, percentage of tolerance and maximum range. This paper focus on optimization of patients' average percentage (range of motion) from rehabilitation, as well as profiling setting according to the estimated optimal results. Moreover, the optimal results of parameters setting would be the profiling setting for the future rehabilitation. Regression analysis, and Genetic Algorithm (GA) are implemented for modelling and optimization process. According to the result, the maximum average percentage (40.325%) is found at the combination of easy level of difficulty, 10% of tolerance and 100% of maximum range.
AB - Telerehabilitation defined as an alternative against the usual rehabilitation service which helps patients in rural areas to get access to a less service that is practical concerning logistics and costs in a controlled environment. But increase in usage of mobile phones or other wireless devices. Medical Interactive Rehabilitation Assistant (MIRA) software is one of the software capturing the data of patient's rehabilitation progress and data analysis. Physiotherapists are using a default setting in rehabilitation for patients in exergames. This can lead to lack of appropriate settings for the patients. The default setting includes level of difficulty, percentage of tolerance and maximum range. This paper focus on optimization of patients' average percentage (range of motion) from rehabilitation, as well as profiling setting according to the estimated optimal results. Moreover, the optimal results of parameters setting would be the profiling setting for the future rehabilitation. Regression analysis, and Genetic Algorithm (GA) are implemented for modelling and optimization process. According to the result, the maximum average percentage (40.325%) is found at the combination of easy level of difficulty, 10% of tolerance and 100% of maximum range.
UR - http://www.scopus.com/inward/record.url?scp=85149938224&partnerID=8YFLogxK
U2 - 10.1063/5.0111469
DO - 10.1063/5.0111469
M3 - Conference contribution
AN - SCOPUS:85149938224
T3 - AIP Conference Proceedings
BT - International Conference on Biomedical Engineering, ICoBE 2021
A2 - Yazid, Haniza Binti
A2 - Fook, Chong Yen
A2 - Mustafa, Nasahah Binti
A2 - Noor, Anas Bin Mohd
A2 - Norali, Ahmad Nasrul Bin
A2 - Mamat, Normahira Binti
A2 - Mahmud, Mohammad Fauzi Bin
A2 - Sakeran, Hamzah
A2 - Rahim, Saufiah Binti Abdul
PB - American Institute of Physics Inc.
Y2 - 14 September 2021 through 15 September 2021
ER -