Explainable artificial intelligence (XAI) in deep learning-based medical image analysis

Bas H. M. van der Velden,Hugo J. Kuijf,Kenneth G. A. Gilhuijs,Max A. Viergever

Medical Image Analysis（2022）

引用 185|浏览89

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摘要

•This paper surveys over 200 papers using explainable artificial intelligence (XAI) in deep learning-based medical image analysis.•The surveyed papers are classified according to an XAI framework.•Trends and future perspectives for XAI in medical image analysis are identified.

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关键词

Explainable artificial intelligence,Interpretable deep learning,Medical image analysis,Deep learning,Survey

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