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A review of the application of deep learning in medical image classification and segmentation

文献类型：期刊论文

作者Cai, Lei1; Gao, Jingyang1; Zhao, Di2
刊名ANNALS OF TRANSLATIONAL MEDICINE
出版日期2020-06-01
卷号8期号:11页码:15
关键词Big medical data deep learning classification segmentation object detection
ISSN号2305-5839
DOI10.21037/atm.2020.02.44
英文摘要Big medical data mainly include electronic health record data, medical image data, gene information data, etc. Among them, medical image data account for the vast majority of medical data at this stage. How to apply big medical data to clinical practice? This is an issue of great concern to medical and computer researchers, and intelligent imaging and deep learning provide a good answer. This review introduces the application of intelligent imaging and deep learning in the field of big data analysis and early diagnosis of diseases, combining the latest research progress of big data analysis of medical images and the work of our team in the field of big data analysis of medical imagec, especially the classification and segmentation of medical images.
WOS研究方向Oncology ; Research & Experimental Medicine
语种英语
WOS记录号WOS:000541834200053
出版者AME PUBL CO
源URL[http://119.78.100.204/handle/2XEOYT63/15176]  
专题中国科学院计算技术研究所期刊论文_英文
通讯作者Gao, Jingyang; Zhao, Di
作者单位1.Beijing Univ Chem Technol, Coll Informat Engn & Technol, 15 East North Third Ring Rd, Beijing, Peoples R China
2.Chinese Acad Sci, Inst Comp Technol, Beijing, Peoples R China
推荐引用方式
GB/T 7714		 Cai, Lei,Gao, Jingyang,Zhao, Di. A review of the application of deep learning in medical image classification and segmentation[J]. ANNALS OF TRANSLATIONAL MEDICINE,2020,8(11):15.
APA Cai, Lei,Gao, Jingyang,&Zhao, Di.(2020).A review of the application of deep learning in medical image classification and segmentation.ANNALS OF TRANSLATIONAL MEDICINE,8(11),15.
MLA Cai, Lei,et al."A review of the application of deep learning in medical image classification and segmentation".ANNALS OF TRANSLATIONAL MEDICINE 8.11(2020):15.

入库方式： OAI收割

来源：计算技术研究所

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