Multi-Scale Relational Graph Convolutional Network for Multiple Instance Learning in Histopathology Images

no code implementations • 17 Dec 2022 • Roozbeh Bazargani, Ladan Fazli, Larry Goldenberg, Martin Gleave, Ali Bashashati, Septimiu Salcudean

In order to leverage the multi-magnification information and early fusion with graph convolutional networks, we handle different embedding spaces at each magnification by introducing the Multi-Scale Relational Graph Convolutional Network (MS-RGCN) as a multiple instance learning method.

Management Multiple Instance Learning +1