The Internet of things technology in the rehabilitation for the disabled in China: A survey
DOI:
https://doi.org/10.4108/eetiot.v8i29.988Keywords:
Rehabilitation for the disabled, The Internet of things, Intelligent management, RFID sensorAbstract
According to the WORLD Disabled Persons federation (WPF), there are a large number of disabled people in the world, accounting for over 400 million in the Asia-Pacific region alone. This paper discusses the application of the Internet of Things technology in the rehabilitation of special populations, aiming at achieving high allocation of resources without changing personnel allocation, realizing innovation to improve economic benefits without changing personnel allocation, and rationally optimizing resource allocation to achieve maximum. Firstly, we give an overview of the Internet of Things technology and its application, and introduce the sensor, RFID, embedded system and other technologies. Then, we discuss the application of Internet of Things technology in the rehabilitation of disabled people, from the rehabilitation needs of disabled people and the application of Internet of Things technology in the field of rehabilitation. Then, from the statistical analysis of the application of Internet of Things technology in the rehabilitation field in the past 10 years, we obtained the shortcomings of the application of Internet of Things technology in the rehabilitation field and some space for further exploration. Finally, we believe that the application of Internet of Things technology to the rehabilitation management of persons with disabilities will be a breakthrough in the rehabilitation management of persons with disabilities, and have important reference value for the rehabilitation management of persons with disabilities worldwide. We also hope that understanding, respecting, caring and helping people with disabilities will increasingly become a global consensus and action.
Downloads
References
Y.Zhao, "China Disabled Persons' Federation (CDPF) has released the latest statistics on China's disabled population.," p. (04):20, 2012.
Q.Wang, D.Lai, and D.Shi, "Poverty alleviation and well-off construction of disabled families: An empirical study based on sample survey data of China Disabled Persons' Federation," Journal of Shanghai university of finance and economics,, pp. 2014 (02) : 27-35, DOI: 10.16538 / j.carol carroll nki jsufe. 2014.02.006.
S.Chen, "Application of Internet of Things technology in rehabilitation management of disabled persons," master, Zhejiang Sci-Tech University, 2014.
M.Qin, "Research on the current situation, causes and Countermeasures of Population aging in China " Enterprise Science and Development, pp. 219-220, 2019.
C.Cheng, "Medical informatization in the Era of Internet of Things," computer and network, vol. 47, no. 18, p. 50, 2021.
C.Huang, "Smart Wuhan. Wuhan: Yangtze River Press," 2012.
Y. D. Zhang, Z. Zheng, Z. D. Xin, and E. Shw, "MIDCAN: A multiple input deep convolutional attention network for Covid-19 diagnosis based on chest CT and chest X-ray," Pattern recognition letters, vol. 150, pp. 8-16.
S.Lv, "Overview of Internet of Things Technology Research," Industrial Technology Innovation, vol. 1, no. 26, pp. 36-37, 2019.
Z.Yang, "Analysis of the development trend of the Internet of Things industry under the background of the new era," Hebei Enterprise, no. 08, pp. 72-73, 2020, doi: 10.19885/j.cnki.hbqy.2020.08.033.
H.Zhu, L.Yang, and Q.Zhu, "Internet of things technology progress and application," Journal of Nanjing University of Posts and Telecommunications (Natural Science Edition), vol. 31, no. 01, pp. 1-9, 2011, doi: 10.14132/j.cnki.1673-5439.2011.01.015.
L.Zuo, "The integration of IoT technology and medical equipment management system based on smart medical," Information Systems Engineering, no. 04, pp. 119-120+124, 2021.
Y.Zhang, "My humble opinion on IoT sensor technology," electronic production, no. 4, p. 2, 2016.
P.Liu, "My humble opinion on IoT sensor technology," Automation application, no. 3, p. 2, 2019.
J. L. Wang, B.; Xia, F.; Kim, C.-S.; Kim, J.-U., "An Energy Efficient Distance-Aware Routing Algorithm with Multiple Mobile Sinks for Wireless Sensor Networks," pp. 15163-15181, 2014.
Q.Yang, J.Xu, and D.Gao, "Data analysis of RFID system based on complex event processing technology," Microcomputer information, no. 26, pp. 179-181, 2006.
J.Qi, M.Tian, and R.Ma, "Application and development of wireless radio frequency identification technology for the Internet of Things," Science Technology and Engineering, vol. 19, no. 29, pp. 1-10, 2019.
C. Munoz-Ausecha, J. Ruiz-Rosero, and G. Ramirez-Gonzalez, "RFID Applications and Security Review," Computation, vol. 9, no. 6, p. 69, 2021.
W.Liu and K.Zhang, "Design Technology of Embedded Computer System," coal technology, vol. 32, no. 3, p. 3, 2013.
Y. H. Yoon, H. H. Dong, J. H. Yang, and S. E. Lee, "Intellino: Processor for Embedded Artificial Intelligence," Electronics, vol. 9, no. 7, p. 1169, 2020.
X.Jiang, "Smart Science and Smart Technology," Information and Control, no. 01, pp. 38-39, 1994.
Q.Gao, "Disciplinaryization of Artificial Intelligence: From Intelligent Science to Intelligent Social Science," Explore and argue, no. 09, pp. 84-90+141, 2018.
Y. Cao, L. Hu, and L. Kneip, "Representations and Benchmarking of Modern Visual SLAM Systems," Sensors, vol. 20, no. 9, p. 2572, 2020.
Q.Zhao, X.Pang, and H.Zhang, "Nanobiotechnology and Its Applications," physics, vol. 35, no. 4, p. 5, 2006.
Q.Qu and Y.Zhang, "Current Situation and Prospect of Nanotechnology and Materials Applied in Medicine," Journal of Southeast University (Medical Edition), vol. 30, no. 01, pp. 157-163, 2011.
L.Hu, "Research on Distributed Information Processing Methods," Information Technology and Informatization, no. 5, p. 2, 2007.
B.Xu, "Research and Design of IoT Database Innovation Based on Distributed Processing Technology," Numerical communication world, no. 12, pp. 122-124, 2021.
D.Chen, Q.Zeng, J.Yang, Y.Jiang, J.Chen, and Y.Shi, "Investigation on rehabilitation needs of physically disabled families in a northern urban area," Chinese health education, vol. 30, no. 04, pp. 329-331, 2014, doi: 10.16168/j.cnki.issn.1002-9982.2014.04.022.
J.Zhang, "Investigation on the current situation of comprehensive rehabilitation needs of young people with physical disabilities," Chinese Journal of Social Medicine, vol. 31, no. 02, pp. 140-142, 2014.
H.Tian;, Z.Qiu, and e. X.Li, "Logistic regression analysis research on rehabilitation needs and development of rehabilitation services for the physically handicapped," Chinese Rehabilitation Theory and Practice, vol. 26, no. 05, pp. 508-512, 2020. [Online]. Available: https://kns.cnki.net/kcms/detail/11.3759.R.20200522.1648.006.html.
X.Lu, X.Li, and e. Z.Qiu, "Logistic regression analysis of rehabilitation needs and development of rehabilitation services for visually impaired persons," Chinese Rehabilitation Theory and Practice, vol. 26, no. 05, pp. 513-517, 2020. [Online]. Available: https://kns.cnki.net/kcms/detail/11.3759.R.20200522.1648.008.html.
D.Chen, Z.Qiu, and G.Wang, "Structural equation model of rehabilitation needs and development of rehabilitation services for the severely hearing disabled," Chinese Rehabilitation Theory and Practice, vol. 26, no. 05, pp. 528-533, 2020. [Online]. Available: https://kns.cnki.net/kcms/detail/11.3759.R.20200522.1648.014.html.
W.Zhu, "The status quo investigation and performance research of speech rehabilitation for special children under the background of "integration of medicine and education"," master, East China Normal University, 2014.
e. J.Chen, "Structural equation model of nursing needs and nursing services in very severe and severe adults with intellectual disabilities," Chinese Rehabilitation Theory and Practice, vol. 26, no. 05, pp. 534-538, 2020. [Online]. Available: https://kns.cnki.net/kcms/detail/11.3759.R.20200522.1648.016.html.
S. Wang, Q. Zhou, M. Yang, and Y. D. Zhang, "ADVIAN: Alzheimer's Disease VGG-Inspired Attention Network Based on Convolutional Block Attention Module and Multiple Way Data Augmentation," Frontiers in Aging Neuroscience, vol. 13, p. 687456, 2021.
J.Liu, Y.Yu, P.Lu, X.Wang, and J.Wang, "Research on the application value of wearable medical equipment in nursing management of inpatients in rehabilitation medicine department," Chinese medical equipment, vol. 18, no. 11, pp. 162-165, 2021.
X.Dai and L.Bu, "Research on the management mode of medical equipment based on information technology," Chinese medical equipment, vol. 16, no. 11, pp. 123-126, 2019. [Online]. Available: https://kns.cnki.net/kcms/detail/11.5211.TH.20191126.1038.066.html.
C.Huang, Z.Zhang, and X.Wang, "Application of Internet of Things Technology in Medical Equipment Management," Electronic Technology and Software Engineering, no. 07, pp. 19-20, 2021.
Q.Huang and Y.Zhaung, "Design and research of wearable aids for patient groups under the medical Internet of Things," Design Art Studies, vol. 7, no. 01, pp. 17-21, 2017.
M.Zhu, "The application of Internet of things technology in medical equipment," Digital Technology and Applications, vol. 36, no. 06, p. 121+123, 2018, doi: 10.19695/j.cnki.cn12-1369.2018.06.65.
M.Chen and Y.Xia, "Application of Internet of Things Technology in Medical Device Management," Chinese digital medicine, vol. 6, no. 02, pp. 105-106, 2011.
K.Zhen, "Construction of Medical Internet of Things in Wuxi People's Hospital," China Information Industry: e-Medical, no. 2, p. 2, 2010.
L.Ji, "Modernization of China's Rehabilitation Aids Industry," Disability Studies, no. 02, pp. 93-94, 2021.
X.Zhang, "Intelligent Assistive Devices and Robotics," Robotics and Applications, no. 05, pp. 6-13, 2011.
Y.Guo, "Research on Japan's Nursing Care Insurance System and Its Enlightenment to China," master, Shan Dong University, 2018.
H.Jiang and Y.Fang, "On the revision and impact of the "Regulations on the Supervision and Administration of Medical Devices" in 2021," Medical and health equipment, vol. 43, no. 01, pp. 1-5, 2022, doi: 10.19745/j.1003-8868.2022001.
M.Xu and F.Fan, "Application of Internet and Internet of Things technology in health supervision and law enforcement," management observation, no. 27, pp. 176-177, 2018.
S.Xu, "Research on the application of Internet of Things technology in the medical industry," Electronic Technology and Software Engineering, no. 24, p. 52+171, 2013. [Online]. Available: https://kns.cnki.net/kcms/detail/10.1108.TP.20140110.1142.028.html.
X.Ruan, "Medical Internet of Things opens a new medical model," New Economy Guide, no. 07, pp. 36-44, 2014.
"Source: Statistical Bulletin on the Development of Disabled Persons 2020. China Disabled Persons' Federation. April 9, 2021," ed.
D.Chen, L.Zhen, and Z.Sun, "Construction and application of rehabilitation medical big data platform," Chinese health standard management, vol. 12, no. 11, pp. 1-5, 2021.
J.Shen and P.Zhang, "Design and implementation of community medical management system based on Internet of Things," Information and Computers (Theory Edition), vol. 32, no. 01, pp. 102-104, 2020.
X.Yin, K.Dong, and Q.Meng, "Exploration on the new model of Internet + rehabilitation medicine," Chinese Journal of Health Information Management, vol. 13, no. 02, pp. 115-118, 2016.
M.Tang, G.Wang, Y.Sun, and P.Zhan, "Framework design of intelligent rehabilitation medical service platform for the elderly in the community under the background of Internet +," Hunan Journal of Traditional Chinese Medicine, vol. 37, no. 09, pp. 208-212, 2021, doi: 10.16808/j.cnki.issn1003-7705.2021.09.066.
B.Liu, X.Xia, and Y.Chen, "Research and design of regional health service platform based on cloud computing," Medical and health equipment, vol. 34, no. 09, pp. 41-43, 2013.
F.Du, "Design and implementation of rehabilitation training management cloud platform," master, Qufu Normal University, 2021.
Y.Zhao and L.Lu, "Design and implementation of real-time online monitoring system for rehabilitation personnel based on cloud platform," information recording material, vol. 21, no. 01, pp. 145-147, 2020, doi: 10.16009/j.cnki.cn13-1295/tq.2020.01.089.
S.Lu, "Analysis of Computer Network Security Based on Internet of Things," Network Security Technology and Application, no. 02, pp. 19-20, 2022.
L. Pfaeffli, R. Maddison, Y. Jiang, L. Dalleck, and M. Löf, "Measuring Physical Activity in a Cardiac Rehabilitation Population Using a Smartphone-Based Questionnaire," Journal of Medical Internet Research, vol. 15, no. 3, 2013.
Y. H. Lee et al., "Impact of home-based exercise training with wireless monitoring on patients with acute coronary syndrome undergoing percutaneous coronary intervention," Journal of Korean Medical Science, vol. 28, no. 4, 2013.
V. P. Rachim and W. Y. Chung, "Wearable-band Type Visible-Near Infrared Optical Biosensor for Non-invasive Blood Glucose Monitoring," Sensors and Actuators B Chemical, vol. B286, no. MAY, pp. 173-180, 2019.
T. Kosar, Z. Lu, M. Mernik, M. Horvat, and M. Repinek, "A Case Study on the Design and Implementation of a Platform for Hand Rehabilitation," Applied Sciences, vol. 11, no. 1, p. 389, 2021.
Y.Gao, Y.Guo, X.Tian, X.Tang, and Y.Zuo, "Development and application of intelligent lower extremity rehabilitation system based on intelligent medical treatment," China Medical Device Magazine, vol. 43, no. 03, pp. 179-182, 2019.
J.Lu and H.Li, "Design of Remote System for Lower Limb Rehabilitation Robot," Industrial control computer, vol. 32, no. 05, pp. 18-19+22, 2019.
SY. Lu, B. Drn, D. Shwc, and Y. D. Zhang, "A cerebral microbleed diagnosis method via FeatureNet and ensembled randomized neural networks - ScienceDirect," Applied Soft Computing, 2021.
e. Z.He, "Application of wearable devices based on flexible sensors in the field of rehabilitation," Journal of Rehabilitation, vol. 31, no. 03, pp. 258-264, 2021.
Y.He, G.Zhang, and W.Gan, "Design and research of rehabilitation training equipment based on Internet of Things technology," Journal of Changzhou Institute of Technology, vol. 27, no. 01, pp. 6-8+18, 2014.
C.Li, "Seven innovative medical IoT application scenarios from 312 companies," Internet economy, no. 07, pp. 78-83, 2020, doi: 10.19609/j.cnki.cn10-1255/f.2020.07.016.
Y.Fan, "Lower limb exoskeleton rehabilitation robot based on multi-source signal fusion such as sEMG and interactive force and its clinical experimental research," Shanghai Jiao Tong University.
Y.Zhao, "China Disabled Persons' Federation (CDPF) has released the latest statistics on China's disabled population.," p. (04):20, 2012.
Q.Wang, D.Lai, and D.Shi, "Poverty alleviation and well-off construction of disabled families: An empirical study based on sample survey data of China Disabled Persons' Federation," Journal of Shanghai university of finance and economics,, pp. 2014 (02) : 27-35, DOI: 10.16538 / j.carol carroll nki jsufe. 2014.02.006.
S.Chen, "Application of Internet of Things technology in rehabilitation management of disabled persons," master, Zhejiang Sci-Tech University, 2014.
M.Qin, "Research on the current situation, causes and Countermeasures of Population aging in China " Enterprise Science and Development, pp. 219-220, 2019.
C.Cheng, "Medical informatization in the Era of Internet of Things," computer and network, vol. 47, no. 18, p. 50, 2021.
C.Huang, "Smart Wuhan. Wuhan: Yangtze River Press," 2012.
Y. D. Zhang, Z. Zheng, Z. D. Xin, and E. Shw, "MIDCAN: A multiple input deep convolutional attention network for Covid-19 diagnosis based on chest CT and chest X-ray," Pattern recognition letters, vol. 150, pp. 8-16. DOI: https://doi.org/10.1016/j.patrec.2021.06.021
S.Lv, "Overview of Internet of Things Technology Research," Industrial Technology Innovation, vol. 1, no. 26, pp. 36-37, 2019.
Z.Yang, "Analysis of the development trend of the Internet of Things industry under the background of the new era," Hebei Enterprise, no. 08, pp. 72-73, 2020, doi: 10.19885/j.cnki.hbqy.2020.08.033.
H.Zhu, L.Yang, and Q.Zhu, "Internet of things technology progress and application," Journal of Nanjing University of Posts and Telecommunications (Natural Science Edition), vol. 31, no. 01, pp. 1-9, 2011, doi: 10.14132/j.cnki.1673-5439.2011.01.015.
L.Zuo, "The integration of IoT technology and medical equipment management system based on smart medical," Information Systems Engineering, no. 04, pp. 119-120+124, 2021.
Y.Zhang, "My humble opinion on IoT sensor technology," electronic production, no. 4, p. 2, 2016.
P.Liu, "My humble opinion on IoT sensor technology," Automation application, no. 3, p. 2, 2019.
J. L. Wang, B.; Xia, F.; Kim, C.-S.; Kim, J.-U., "An Energy Efficient Distance-Aware Routing Algorithm with Multiple Mobile Sinks for Wireless Sensor Networks," pp. 15163-15181, 2014. DOI: https://doi.org/10.3390/s140815163
Q.Yang, J.Xu, and D.Gao, "Data analysis of RFID system based on complex event processing technology," Microcomputer information, no. 26, pp. 179-181, 2006.
J.Qi, M.Tian, and R.Ma, "Application and development of wireless radio frequency identification technology for the Internet of Things," Science Technology and Engineering, vol. 19, no. 29, pp. 1-10, 2019.
C. Munoz-Ausecha, J. Ruiz-Rosero, and G. Ramirez-Gonzalez, "RFID Applications and Security Review," Computation, vol. 9, no. 6, p. 69, 2021. DOI: https://doi.org/10.3390/computation9060069
W.Liu and K.Zhang, "Design Technology of Embedded Computer System," coal technology, vol. 32, no. 3, p. 3, 2013.
Y. H. Yoon, H. H. Dong, J. H. Yang, and S. E. Lee, "Intellino: Processor for Embedded Artificial Intelligence," Electronics, vol. 9, no. 7, p. 1169, 2020. DOI: https://doi.org/10.3390/electronics9071169
X.Jiang, "Smart Science and Smart Technology," Information and Control, no. 01, pp. 38-39, 1994.
Q.Gao, "Disciplinaryization of Artificial Intelligence: From Intelligent Science to Intelligent Social Science," Explore and argue, no. 09, pp. 84-90+141, 2018.
Y. Cao, L. Hu, and L. Kneip, "Representations and Benchmarking of Modern Visual SLAM Systems," Sensors, vol. 20, no. 9, p. 2572, 2020. DOI: https://doi.org/10.3390/s20092572
Q.Zhao, X.Pang, and H.Zhang, "Nanobiotechnology and Its Applications," physics, vol. 35, no. 4, p. 5, 2006.
Q.Qu and Y.Zhang, "Current Situation and Prospect of Nanotechnology and Materials Applied in Medicine," Journal of Southeast University (Medical Edition), vol. 30, no. 01, pp. 157-163, 2011.
L.Hu, "Research on Distributed Information Processing Methods," Information Technology and Informatization, no. 5, p. 2, 2007.
B.Xu, "Research and Design of IoT Database Innovation Based on Distributed Processing Technology," Numerical communication world, no. 12, pp. 122-124, 2021.
D.Chen, Q.Zeng, J.Yang, Y.Jiang, J.Chen, and Y.Shi, "Investigation on rehabilitation needs of physically disabled families in a northern urban area," Chinese health education, vol. 30, no. 04, pp. 329-331, 2014, doi: 10.16168/j.cnki.issn.1002-9982.2014.04.022.
J.Zhang, "Investigation on the current situation of comprehensive rehabilitation needs of young people with physical disabilities," Chinese Journal of Social Medicine, vol. 31, no. 02, pp. 140-142, 2014.
H.Tian;, Z.Qiu, and e. X.Li, "Logistic regression analysis research on rehabilitation needs and development of rehabilitation services for the physically handicapped," Chinese Rehabilitation Theory and Practice, vol. 26, no. 05, pp. 508-512, 2020. [Online]. Available: https://kns.cnki.net/kcms/detail/11.3759.R.20200522.1648.006.html.
X.Lu, X.Li, and e. Z.Qiu, "Logistic regression analysis of rehabilitation needs and development of rehabilitation services for visually impaired persons," Chinese Rehabilitation Theory and Practice, vol. 26, no. 05, pp. 513-517, 2020. [Online]. Available: https://kns.cnki.net/kcms/detail/11.3759.R.20200522.1648.008.html.
D.Chen, Z.Qiu, and G.Wang, "Structural equation model of rehabilitation needs and development of rehabilitation services for the severely hearing disabled," Chinese Rehabilitation Theory and Practice, vol. 26, no. 05, pp. 528-533, 2020. [Online]. Available: https://kns.cnki.net/kcms/detail/11.3759.R.20200522.1648.014.html.
W.Zhu, "The status quo investigation and performance research of speech rehabilitation for special children under the background of "integration of medicine and education"," master, East China Normal University, 2014.
e. J.Chen, "Structural equation model of nursing needs and nursing services in very severe and severe adults with intellectual disabilities," Chinese Rehabilitation Theory and Practice, vol. 26, no. 05, pp. 534-538, 2020. [Online]. Available: https://kns.cnki.net/kcms/detail/11.3759.R.20200522.1648.016.html.
S. Wang, Q. Zhou, M. Yang, and Y. D. Zhang, "ADVIAN: Alzheimer's Disease VGG-Inspired Attention Network Based on Convolutional Block Attention Module and Multiple Way Data Augmentation," Frontiers in Aging Neuroscience, vol. 13, p. 687456, 2021. DOI: https://doi.org/10.3389/fnagi.2021.687456
J.Liu, Y.Yu, P.Lu, X.Wang, and J.Wang, "Research on the application value of wearable medical equipment in nursing management of inpatients in rehabilitation medicine department," Chinese medical equipment, vol. 18, no. 11, pp. 162-165, 2021.
X.Dai and L.Bu, "Research on the management mode of medical equipment based on information technology," Chinese medical equipment, vol. 16, no. 11, pp. 123-126, 2019. [Online]. Available: https://kns.cnki.net/kcms/detail/11.5211.TH.20191126.1038.066.html.
C.Huang, Z.Zhang, and X.Wang, "Application of Internet of Things Technology in Medical Equipment Management," Electronic Technology and Software Engineering, no. 07, pp. 19-20, 2021.
Q.Huang and Y.Zhaung, "Design and research of wearable aids for patient groups under the medical Internet of Things," Design Art Studies, vol. 7, no. 01, pp. 17-21, 2017.
M.Zhu, "The application of Internet of things technology in medical equipment," Digital Technology and Applications, vol. 36, no. 06, p. 121+123, 2018, doi: 10.19695/j.cnki.cn12-1369.2018.06.65.
M.Chen and Y.Xia, "Application of Internet of Things Technology in Medical Device Management," Chinese digital medicine, vol. 6, no. 02, pp. 105-106, 2011.
K.Zhen, "Construction of Medical Internet of Things in Wuxi People's Hospital," China Information Industry: e-Medical, no. 2, p. 2, 2010.
L.Ji, "Modernization of China's Rehabilitation Aids Industry," Disability Studies, no. 02, pp. 93-94, 2021.
X.Zhang, "Intelligent Assistive Devices and Robotics," Robotics and Applications, no. 05, pp. 6-13, 2011.
Y.Guo, "Research on Japan's Nursing Care Insurance System and Its Enlightenment to China," master, Shan Dong University, 2018.
H.Jiang and Y.Fang, "On the revision and impact of the "Regulations on the Supervision and Administration of Medical Devices" in 2021," Medical and health equipment, vol. 43, no. 01, pp. 1-5, 2022, doi: 10.19745/j.1003-8868.2022001.
M.Xu and F.Fan, "Application of Internet and Internet of Things technology in health supervision and law enforcement," management observation, no. 27, pp. 176-177, 2018.
S.Xu, "Research on the application of Internet of Things technology in the medical industry," Electronic Technology and Software Engineering, no. 24, p. 52+171, 2013. [Online]. Available: https://kns.cnki.net/kcms/detail/10.1108.TP.20140110.1142.028.html.
X.Ruan, "Medical Internet of Things opens a new medical model," New Economy Guide, no. 07, pp. 36-44, 2014.
"Source: Statistical Bulletin on the Development of Disabled Persons 2020. China Disabled Persons' Federation. April 9, 2021," ed.
D.Chen, L.Zhen, and Z.Sun, "Construction and application of rehabilitation medical big data platform," Chinese health standard management, vol. 12, no. 11, pp. 1-5, 2021.
J.Shen and P.Zhang, "Design and implementation of community medical management system based on Internet of Things," Information and Computers (Theory Edition), vol. 32, no. 01, pp. 102-104, 2020.
X.Yin, K.Dong, and Q.Meng, "Exploration on the new model of Internet + rehabilitation medicine," Chinese Journal of Health Information Management, vol. 13, no. 02, pp. 115-118, 2016.
M.Tang, G.Wang, Y.Sun, and P.Zhan, "Framework design of intelligent rehabilitation medical service platform for the elderly in the community under the background of Internet +," Hunan Journal of Traditional Chinese Medicine, vol. 37, no. 09, pp. 208-212, 2021, doi: 10.16808/j.cnki.issn1003-7705.2021.09.066.
B.Liu, X.Xia, and Y.Chen, "Research and design of regional health service platform based on cloud computing," Medical and health equipment, vol. 34, no. 09, pp. 41-43, 2013.
F.Du, "Design and implementation of rehabilitation training management cloud platform," master, Qufu Normal University, 2021.
Y.Zhao and L.Lu, "Design and implementation of real-time online monitoring system for rehabilitation personnel based on cloud platform," information recording material, vol. 21, no. 01, pp. 145-147, 2020, doi: 10.16009/j.cnki.cn13-1295/tq.2020.01.089.
S.Lu, "Analysis of Computer Network Security Based on Internet of Things," Network Security Technology and Application, no. 02, pp. 19-20, 2022.
L. Pfaeffli, R. Maddison, Y. Jiang, L. Dalleck, and M. Löf, "Measuring Physical Activity in a Cardiac Rehabilitation Population Using a Smartphone-Based Questionnaire," Journal of Medical Internet Research, vol. 15, no. 3, 2013. DOI: https://doi.org/10.2196/jmir.2419
Y. H. Lee et al., "Impact of home-based exercise training with wireless monitoring on patients with acute coronary syndrome undergoing percutaneous coronary intervention," Journal of Korean Medical Science, vol. 28, no. 4, 2013. DOI: https://doi.org/10.3346/jkms.2013.28.4.564
V. P. Rachim and W. Y. Chung, "Wearable-band Type Visible-Near Infrared Optical Biosensor for Non-invasive Blood Glucose Monitoring," Sensors and Actuators B Chemical, vol. B286, no. MAY, pp. 173-180, 2019. DOI: https://doi.org/10.1016/j.snb.2019.01.121
T. Kosar, Z. Lu, M. Mernik, M. Horvat, and M. Repinek, "A Case Study on the Design and Implementation of a Platform for Hand Rehabilitation," Applied Sciences, vol. 11, no. 1, p. 389, 2021. DOI: https://doi.org/10.3390/app11010389
Y.Gao, Y.Guo, X.Tian, X.Tang, and Y.Zuo, "Development and application of intelligent lower extremity rehabilitation system based on intelligent medical treatment," China Medical Device Magazine, vol. 43, no. 03, pp. 179-182, 2019.
J.Lu and H.Li, "Design of Remote System for Lower Limb Rehabilitation Robot," Industrial control computer, vol. 32, no. 05, pp. 18-19+22, 2019.
SY. Lu, B. Drn, D. Shwc, and Y. D. Zhang, "A cerebral microbleed diagnosis method via FeatureNet and ensembled randomized neural networks - ScienceDirect," Applied Soft Computing, 2021. DOI: https://doi.org/10.1016/j.asoc.2021.107567
e. Z.He, "Application of wearable devices based on flexible sensors in the field of rehabilitation," Journal of Rehabilitation, vol. 31, no. 03, pp. 258-264, 2021.
Y.He, G.Zhang, and W.Gan, "Design and research of rehabilitation training equipment based on Internet of Things technology," Journal of Changzhou Institute of Technology, vol. 27, no. 01, pp. 6-8+18, 2014.
C.Li, "Seven innovative medical IoT application scenarios from 312 companies," Internet economy, no. 07, pp. 78-83, 2020, doi: 10.19609/j.cnki.cn10-1255/f.2020.07.016.
Y.Fan, "Lower limb exoskeleton rehabilitation robot based on multi-source signal fusion such as sEMG and interactive force and its clinical experimental research," Shanghai Jiao Tong University.
X.Yang, "Internet of things technology helps build medical association," Chinese hospital architecture and equipment, vol. 21, no. 1, p. 2, 2020.
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2022 EAI Endorsed Transactions on Internet of Things
This work is licensed under a Creative Commons Attribution 3.0 Unported License.
This is an open-access article distributed under the terms of the Creative Commons Attribution CC BY 3.0 license, which permits unlimited use, distribution, and reproduction in any medium so long as the original work is properly cited.
