Dynamic graph based weakly supervised deep hashing for whole slide image classification and retrieval

Haochen Jin, Junyi Shen, Lei Cui, Xiaoshuang Shi, Kang Li, Xiaofeng Zhu

Abstract: Highlights•We propose a novel MIL-based deep hashing framework for WSI analysis.•We design a novel dynamic graph construction method to model patch relations.•We design a novel loss function to handle both classification and retrieval tasks.