Attention induction based on pathologist annotations for improving whole slide pathology image classifier

We propose a method of attention induction to improve an attention mechanism in a whole slide image (WSI) classifier. Generally, only some regions in a WSI are useful for lesion classification, and the WSI classifier is required to find and focus on such regions for the classification. Multiple inst...

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Bibliographic Details
Main Authors: Ryoichi Koga, Tatsuya Yokota, Koji Arihiro, Hidekata Hontani
Format: Article
Language:English
Published: Elsevier 2025-01-01
Series:Journal of Pathology Informatics
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Online Access:http://www.sciencedirect.com/science/article/pii/S215335392400052X
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