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Mar, 2021
胸部X光分析的深度学习：一份调查
Deep Learning for Chest X-ray Analysis: A Survey
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Ecem Sogancioglu, Erdi Çallı, Bram van Ginneken, Kicky G. van Leeuwen, Keelin Murphy
TL;DR
本文回顾了使用深度学习对胸部X射线摄影进行分析的所有研究，并对图像级预测（分类和回归）、分割、定位、图像生成和领域自适应的工作进行了分类。同时详细介绍了商业应用，并提供了关于现有技术水平和未来潜在方向的全面讨论。
Abstract
Recent advances in
deep learning
have led to a promising performance in many
medical image analysis
tasks
. As the most commonly performed
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