Invited Review for 20th Anniversary Special Issue of PLRev " AI for Mechanomedicine"

被引:0
|
作者
Xie, Ning [1 ,2 ,3 ]
Tian, Jin [2 ,3 ,4 ]
Li, Zedong [2 ,3 ,5 ]
Shi, Nianyuan [2 ,3 ,6 ]
Li, Bin [2 ,3 ]
Cheng, Bo [2 ,3 ]
Li, Ye [7 ]
Li, Moxiao [4 ]
Xu, Feng [2 ,3 ]
机构
[1] Xi An Jiao Tong Univ, Affiliated Hosp 2, Dept Gastroenterol, Xian, Peoples R China
[2] Xi An Jiao Tong Univ, Sch Life Sci & Technol, Key Lab Biomed Informat Engn, Minist Educ, Xian, Peoples R China
[3] Xi An Jiao Tong Univ, Bioinspired Engn & Biomech Ctr BEBC, Xian, Peoples R China
[4] Xi An Jiao Tong Univ, Affiliated Hosp 2, Xian 710004, Peoples R China
[5] Xi An Jiao Tong Univ, Inst Life Hlth, TFX Grp, Xian 710049, Peoples R China
[6] Xi An Jiao Tong Univ, Natl Local Joint Engn Res Ctr Precis Surg & Regene, Dept Hepatobiliary Surg, Shaanxi Prov Key Lab Magnet Med,Affiliated Hosp 1, Xian 710061, Shaanxi, Peoples R China
[7] Xi An Jiao Tong Univ, Coll Stomatol, Key Lab Shaanxi Prov Craniofacial Precis Med Res, Xian, Peoples R China
基金
中国国家自然科学基金;
关键词
Artificial Intelligence; Mechanomedicine; Biomechanics; Mechanobiology; Mechanodiagnosis; Mechanotherapy; MECHANOBIOLOGY;
D O I
10.1016/j.plrev.2024.10.010
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Mechanomedicine is an interdisciplinary field that combines different areas including biomechanics, mechanobiology, and clinical applications like mechanodiagnosis and mechanotherapy. The emergence of artificial intelligence (AI) has revolutionized mechanomedicine, providing advanced tools to analyze the complex interactions between mechanics and biology. This review explores how AI impacts mechanomedicine across four key aspects, i.e., biomechanics, mechanobiology, mechanodiagnosis, and mechanotherapy. AI improves the accuracy of biomechanical characterizations and models, deepens the understanding of cellular mechanotransduction pathways, and enables early disease detection through mechanodiagnosis. In addition, AI optimizes mechanotherapy that targets biomechanical features and mechanobiological markers by personalizing treatment strategies based on real-time patient data. Even with these advancements, challenges still exist, particularly in data quality and the ethical integration into AI in clinical practice. The integration of AI with mechanomedicine offers transformative potential, enabling more accurate diagnostics and personalized treatments, and discovering novel mechanobiological pathways.
引用
收藏
页码:328 / 342
页数:15
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