Design and evaluation of an exergame system to assist knee disorders patients' rehabilitation based on gesture interaction

doi:10.1007/s13755-022-00189-5

	Design and evaluation of an exergame system to assist knee disorders patients' rehabilitation based on gesture interaction
	Wang, Guangjun 3,4,5; Zhu, Bangguo 3; Fan, Yi 3; Wu, Ming 2; Wang, Xueshu 3; Zhang, Hanyuan 1,4,5; Yao, Liangliang 3; Sun, Yining 4,5; Su, Benyue 3; Ma, Zuchang 4,5
刊名	HEALTH INFORMATION SCIENCE AND SYSTEMS
	2022-08-26
卷号	10
关键词	Knee disorders Exergame Gesture interaction User experience
ISSN号	2047-2501
DOI	10.1007/s13755-022-00189-5
通讯作者	Ma, Zuchang(zcma@iim.ac.cn)
英文摘要	We designed a knee rehabilitation exercise game (Exergame) for home-based rehabilitation of patients with knee disorders. The system includes three functional components: knee exercise plan formulation, exergame, and exercise feedback. The 3D Human Pose Estimation based on images is used as the gesture interaction to capture the patient's primary joint motion data. We recruited 20 knee osteoarthritis (KOA) to evaluate the system's feasibility and user experience. The physician's group formulated the patient's exercise plans. The average accuracy of motion recognition is 95.2%, indicating that the system can effectively guide rehabilitation training for KOA patients. The results of the UEQ-S questionnaire, namely the practical quality value (1.63 +/- 0.85), hedonic quality value (1.75 +/- 0.86), and the total value (1.69 +/- 0.86) of 20 patients, indicate that the system provides an excellent user experience, which improves the willingness and compliance of the patients for the active exercise. The above evidence confirms that the proposed approach is suitable for Knee disorders rehabilitation exercise and has promising application prospects.
资助项目	Key Project on Anhui Provincial Natural Science Study by Colleges and Universities under Grant Key technical research of knee function evaluation and rehabilitation training[KJ2019A0555] ; Key project of Science and Technology Service Network Program of Chinese Academy of Sciences Construction of chronic disease risk prevention and control service system based on big data[KFJ-STS-ZDTP-079] ; Major Science and Technology Projects of Anhui Province Research and demonstration of key technologies of non-medical sexual health promotion services[18030801133] ; Major projects on Anhui Provincial science and technology[18030901021] ; National Natural Science Foundation of China[61701482] ; Natural Science Foundation of Anhui Province, China[1808085MF191] ; Anhui Provincial University Leading Talents Team Fund Grant Project (Anhui Education Secret [2019])[16]
WOS关键词	OSTEOARTHRITIS ; RECOMMENDATIONS ; MANAGEMENT ; HIP
WOS研究方向	Medical Informatics
语种	英语
出版者	SPRINGER
WOS记录号	WOS:000844761300001
资助机构	Key Project on Anhui Provincial Natural Science Study by Colleges and Universities under Grant Key technical research of knee function evaluation and rehabilitation training ; Key project of Science and Technology Service Network Program of Chinese Academy of Sciences Construction of chronic disease risk prevention and control service system based on big data ; Major Science and Technology Projects of Anhui Province Research and demonstration of key technologies of non-medical sexual health promotion services ; Major projects on Anhui Provincial science and technology ; National Natural Science Foundation of China ; Natural Science Foundation of Anhui Province, China ; Anhui Provincial University Leading Talents Team Fund Grant Project (Anhui Education Secret [2019])
内容类型	期刊论文
源URL	[http://ir.hfcas.ac.cn:8080/handle/334002/132009]
专题	中国科学院合肥物质科学研究院
通讯作者	Ma, Zuchang
作者单位	1.Anhui Med Univ, Dept Sports Med & Arthroscop Surg, Affiliated Hosp 1, Hefei 230022, Peoples R China 2.Univ Sci & Technol China, Affiliated Hosp USTC 1, Div Life Sci & Med, Hefei 230001, Peoples R China 3.Anqing Normal Univ, Univ Key Lab Intelligent Percept & Comp Anhui Pro, Anqing 246013, Peoples R China 4.Univ Sci & Technol China, Sci Isl Branch, Grad Sch, Hefei 230026, Peoples R China 5.Chinese Acad Sci, Inst Intelligent Machines, Hefei Inst Phys Sci, Anhui Prov Key Lab Med Phys & Technol, Hefei 230031, Peoples R China
推荐引用方式 GB/T 7714	Wang, Guangjun,Zhu, Bangguo,Fan, Yi,et al. Design and evaluation of an exergame system to assist knee disorders patients' rehabilitation based on gesture interaction[J]. HEALTH INFORMATION SCIENCE AND SYSTEMS,2022,10.
APA	Wang, Guangjun.,Zhu, Bangguo.,Fan, Yi.,Wu, Ming.,Wang, Xueshu.,...&Ma, Zuchang.(2022).Design and evaluation of an exergame system to assist knee disorders patients' rehabilitation based on gesture interaction.HEALTH INFORMATION SCIENCE AND SYSTEMS,10.
MLA	Wang, Guangjun,et al."Design and evaluation of an exergame system to assist knee disorders patients' rehabilitation based on gesture interaction".HEALTH INFORMATION SCIENCE AND SYSTEMS 10(2022).