Survey on Medical Image Computer Aided Detection and Diagnosis Systems

Guang Yuan Zheng, Xia Bi Liu*, Guang Hui Han

*此作品的通讯作者

科研成果: 期刊稿件文献综述同行评审

37 引用 (Scopus)

摘要

Computer aided detection/diagnosis (CAD) can improve the accuracy of diagnosis, reduce false positive, and provide decision supports for doctors. The main purpose of this paper is to analyze the latest development of computer aided diagnosis tools. Focusing on the top four fatal cancer's incidence positions, major recent publications on CAD applications in different medical imaging areas are reviewed in this survey according to different imaging techniques and diseases. Further more, multidimentional analysis is made on the researches from image data sets, algorithms and evaluation methods. Finally, existing problems, research trend and development direction in the field of medical image CAD system are discussed.

源语言英语
页(从-至)1471-1514
页数44
期刊Ruan Jian Xue Bao/Journal of Software
29
5
DOI
出版状态已出版 - 2018

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