人工智能
计算机科学
深度学习
大数据
过程(计算)
数据科学
机器学习
医学影像学
数据挖掘
操作系统
作者
S. Kevin Zhou,Hayit Greenspan,Dinggang Shen
出处
期刊:MDPI eBooks
[MDPI AG]
日期:2021-08-20
被引量:27
标识
DOI:10.3390/books978-3-0365-1470-3
摘要
The accelerating power of deep learning in diagnosing diseases will empower physicians and speed up decision making in clinical environments. Applications of modern medical instruments and digitalization of medical care have generated enormous amounts of medical images in recent years. In this big data arena, new deep learning methods and computational models for efficient data processing, analysis, and modeling of the generated data are crucially important for clinical applications and understanding the underlying biological process. This book presents and highlights novel algorithms, architectures, techniques, and applications of deep learning for medical image analysis.
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