A review on the application of autonomous and intelligent robotic devices in medical rehabilitation

被引:0
|
作者
Alejandro Garcia-Gonzalez
Rita Q. Fuentes-Aguilar
Ivan Salgado
Isaac Chairez
机构
[1] Tecnologico de Monterrey,CIDETEC
[2] Escuela de Medicina y Ciencias de la Salud,UPIBI
[3] Tecnologico de Monterrey,undefined
[4] Escuela de Ingenieria y Ciencias,undefined
[5] Instituto Politécnico Nacional,undefined
[6] Instituto Politécnico Nacional,undefined
关键词
Therapeutic robots; Rehabilitation medicine; Automatic control; Artificial intelligence; Biosignal processing;
D O I
暂无
中图分类号
学科分类号
摘要
Robot-assisted rehabilitation is an exciting field which aims to incorporate relevant developments in robotics related to rehabilitation with the intention of defining new methodologies for intervening problems related to muscular, neuromuscular, and osseous diseases. In this study, a systematic and comprehensive literature analysis is conducted to identify the contribution of artificial intelligence applied on robotic devices for motor rehabilitation, highlighting its relation with the rehabilitation cycle, and clarifying the prospective research directions in the development of more autonomous rehabilitation procedures. Considering this main goal, a summarized definition of general rehabilitation techniques is established. Then, such definition is particularized for technological-aided rehabilitating medical treatments implementing artificial intelligence methods, identifying the sections included within the process and the associated interaction degrees. This generic definition is analyzed using the current literature in muscle-skeletal treatment robotics as reference framework. This analysis considers the components and sections included in rehabilitation sequence. This review also describes a more in-depth description of the principal categories for classifying therapeutic robotic devices, including descriptions of the main past and present outcomes for each class of medical robotics for rehabilitation. The existing challenges and open options to develop more efficient autonomous (with the application of diverse artificial intelligence approaches) rehabilitating procedures are discoursed. Besides, taking into account this comprehensive review, a sequence of technical requires which must be taken into consideration when designing, developing and implementing autonomous robotic devices aimed to contribute to rehabilitation medical systems are deliberated. A brief description of the application of artificial intelligence and autonomous medical rehabilitation treatment is analyzed in terms of the exciting technical challenges and the ethical compromises that such a treatment option implies.
引用
收藏
相关论文
共 50 条
  • [1] A review on the application of autonomous and intelligent robotic devices in medical rehabilitation
    Garcia-Gonzalez, Alejandro
    Fuentes-Aguilar, Rita Q.
    Salgado, Ivan
    Chairez, Isaac
    JOURNAL OF THE BRAZILIAN SOCIETY OF MECHANICAL SCIENCES AND ENGINEERING, 2022, 44 (09)
  • [2] Effectiveness of Robotic Devices for Medical Rehabilitation: An Umbrella Review
    Kiyono, Kei
    Tanabe, Shigeo
    Hirano, Satoshi
    Ii, Takuma
    Nakagawa, Yuki
    Tan, Koki
    Saitoh, Eiichi
    Otaka, Yohei
    JOURNAL OF CLINICAL MEDICINE, 2024, 13 (21)
  • [3] Elbow rehabilitation using intelligent medical devices
    Fuior, Robert
    Baesu, Andra Cristiana
    Andritoi, Doru
    Luca, Catalina
    Corciova, Calin
    BALNEO AND PRM RESEARCH JOURNAL, 2021, 12 (04): : 396 - 399
  • [4] A perspective on intelligent devices and environments in medical rehabilitation
    Cooper, Rory A.
    Dicianno, Brad E.
    Brewer, Bambi
    LoPresti, Edmund
    Ding, Dan
    Simpson, Richard
    Grindle, Garrett
    Wang, Hongwu
    MEDICAL ENGINEERING & PHYSICS, 2008, 30 (10) : 1387 - 1398
  • [5] PROBLEMS OF CREATING INTELLIGENT AUTONOMOUS ROBOTIC UNDERWATER VEHICLES AND THEIR APPLICATION
    Volosov, V. V.
    Gubarev, V. F.
    Kuntseyieh, V. M.
    CYBERNETICS AND SYSTEMS ANALYSIS, 2007, 43 (05) : 696 - 703
  • [6] Robotic devices for paediatric rehabilitation: a review of design features
    Gonzalez, Alberto
    Garcia, Lorenzo
    Kilby, Jeff
    McNair, Peter
    BIOMEDICAL ENGINEERING ONLINE, 2021, 20 (01)
  • [7] Robotic devices for paediatric rehabilitation: a review of design features
    Alberto Gonzalez
    Lorenzo Garcia
    Jeff Kilby
    Peter McNair
    BioMedical Engineering OnLine, 20
  • [8] Networks of spike oscillators and their application for creating autonomous intelligent devices
    Vanag, V. K.
    PHYSICS-USPEKHI, 2022, 65 (05) : 440 - 452
  • [9] Soft robotic devices for hand rehabilitation and assistance: a narrative review
    Chu, Chia-Ye
    Patterson, Rita M.
    JOURNAL OF NEUROENGINEERING AND REHABILITATION, 2018, 15
  • [10] Biological Signals for the Control of Robotic Devices in Rehabilitation: An Innovative Review
    Huamanchahua, Deyby
    Alberto Huaman-Levano, Luis
    Asencios-Chavez, Jose
    Caballero-Canchanya, Nicole
    2022 IEEE INTERNATIONAL IOT, ELECTRONICS AND MECHATRONICS CONFERENCE (IEMTRONICS), 2022, : 150 - 156