MixPatch: A New Method for Training Histopathology Image Classifiers

CNN-based image processing has been actively applied to histopathological analysis to detect and classify cancerous tumors automatically. However, CNN-based classifiers generally predict a label with overconfidence, which becomes a serious problem in the medical domain. The objective of this study i...

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Bibliographic Details
Main Authors: Youngjin Park, Mujin Kim, Murtaza Ashraf, Young Sin Ko, Mun Yong Yi
Format: Article
Language:English
Published: MDPI AG 2022-06-01
Series:Diagnostics
Subjects:
Online Access:https://www.mdpi.com/2075-4418/12/6/1493