Artificial Intelligence in Healthcare: Review and Prediction Case Studies

被引:194
|
作者
Rong, Guoguang [1 ,2 ]
Mendez, Arnaldo [3 ]
Assi, Elie Bou [3 ]
Zhao, Bo [4 ]
Sawan, Mohamed [1 ,2 ,3 ]
机构
[1] Westlake Univ, Sch Engn, Hangzhou 310024, Peoples R China
[2] Westlake Inst Adv Study, Inst Adv Study, Hangzhou 310024, Peoples R China
[3] Polytech Montreal, Polystim Neurotech Lab, Montreal, PQ H3T1J4, Canada
[4] Zhejiang Univ, Inst VLSI Design, Coll Informat Sci & Elect Engn, Hangzhou 310027, Peoples R China
关键词
Artificial intelligence; Machine learning; Deep learning; Neural network; Biomedical research; Healthcare applications; Epileptic seizure; Urinary bladder filling; SEIZURE PREDICTION; BIG DATA; NEURAL-NETWORKS; DEEP; DIAGNOSIS; CLASSIFICATION; EPILEPSY; SYSTEMS; ARCHITECTURE; MANAGEMENT;
D O I
10.1016/j.eng.2019.08.015
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Artificial intelligence (AI) has been developing rapidly in recent years in terms of software algorithms, hardware implementation, and applications in a vast number of areas. In this review, we summarize the latest developments of applications of AI in biomedicine, including disease diagnostics, living assistance, biomedical information processing, and biomedical research. The aim of this review is to keep track of new scientific accomplishments, to understand the availability of technologies, to appreciate the tremendous potential of AI in biomedicine, and to provide researchers in related fields with inspiration. It can be asserted that, just like AI itself, the application of AI in biomedicine is still in its early stage. New progress and breakthroughs will continue to push the frontier and widen the scope of AI application, and fast developments are envisioned in the near future. Two case studies are provided to illustrate the prediction of epileptic seizure occurrences and the filling of a dysfunctional urinary bladder. (C) 2020 THE AUTHORS. Published by Elsevier LTD on behalf of Chinese Academy of Engineering and Higher Education Press Limited Company.
引用
收藏
页码:291 / 301
页数:11
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