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  • title: Bi-derectional Weakly Supervised Knowledge Distillation for Whole Slide Image Classification
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            Bi-derectional Weakly Supervised Knowledge Distillation for Whole Slide Image Classification
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            Bi-derectional Weakly Supervised Knowledge Distillation for Whole Slide Image Classification

            Nov 28, 2022

            Speakers

            LQ

            Linhao Qu

            Speaker · 0 followers

            XL

            Xiaoyuan Luo

            Speaker · 0 followers

            MW

            Manning Wang

            Speaker · 0 followers

            About

            Computer-aided pathology diagnosis based on the classification of Whole Slide Image (WSI) plays an important role in clinical practice, and it is often formulated as a weakly-supervised Multiple Instance Learning (MIL) problem. Existing methods solve this problem from either a bag classification or an instance classification perspective. In this paper, we propose an end-to-end weakly supervised knowledge distillation framework (WENO) for WSI classification, which integrates a bag classifier and…

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