Graph Construction on Whole Image Slides Based on Attention and Learnable Threshold

Different from conventional graph sampling methods for reducing graph size, such as thresholding method and merging method of edge and node, AdaptConv, an inventive Transformer-based graph neural network module is proposed. This module can remove redundant edges through dynamic learning while aggreg...

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Bibliographic Details
Published in:Jisuanji gongcheng
Main Author: CHEN Depin, ZHAO Shen, JIAO Yiping, WANG Xiangxue, LÜ Hong, XU Jun
Format: Article
Language:English
Published: Editorial Office of Computer Engineering 2025-03-01
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Online Access:https://www.ecice06.com/fileup/1000-3428/PDF/20250323.pdf