WSSS-CRAM: precise segmentation of histopathological images via class region activation mapping

WSSS-CRAM: precise segmentation of histopathological images via class region activation mapping

IntroductionFast, accurate, and automatic analysis of histopathological images using digital image processing and deep learning technology is a necessary task. Conventional histopathological image analysis algorithms require the manual design of features, while deep learning methods can achieve fast...

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Bibliographic Details
Main Authors: Ningning Pan, Xiangyue Mi, Hongzhuang Li, Xinting Ge, Xiaodan Sui, Yanyun Jiang
Format: Article
Language:English
Published: Frontiers Media S.A. 2024-10-01
Series:Frontiers in Microbiology
Subjects:
histopathological image
precise semantic segmentation
weakly-supervised method
category-specific image activation maps
deep learning
Online Access:https://www.frontiersin.org/articles/10.3389/fmicb.2024.1483052/full

Internet

https://www.frontiersin.org/articles/10.3389/fmicb.2024.1483052/full

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