Medical Imaging Technology
Online ISSN : 2185-3193
Print ISSN : 0288-450X
ISSN-L : 0288-450X
Main Topics / Towards Explainable Artificial Intelligence
Explanation in Machine Learning
Satoshi HARA
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2021 Volume 39 Issue 3 Pages 99-104

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Abstract

The innovations of highly accurate machine learning models (such as deep neural networks) boosted their use in society. However, the structures of such high-end models are highly complex and it is difficult to understand their inference processes nor decision criteria. In this paper, I introduce some popular approaches for explaining the decisions of complex machine learning models.

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© 2021 The Japanese Society of Medical Imaging Technology
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