Dynamic Graph Representation with Knowledge-Aware Attention for Histopathology Whole Slide Image Analysis

Histopathological whole slide images (WSIs) classification has become a foundation task in medical microscopic imaging processing. Prevailing approaches involve learning WSIs as instance-bag representations, emphasizing significant instances but struggling to capture the interactions between instanc...

Full description

Bibliographic Details

Published in:	Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) pp. 11323 - 11332
Main Authors:	Li, Jiawen, Chen, Yuxuan, Chu, Hongbo, Sun, Qiehe, Guan, Tian, Han, Anjia, He, Yonghong
Format:	Conference Proceeding
Language:	English
Published:	IEEE 16.06.2024
Subjects:	Computer vision Head Heuristic algorithms Histopathology Image analysis Microscopy Representation learning
ISSN:	1063-6919
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!