A weakly supervised deep learning-based method for glioma subtype classification using WSI and mpMRIs

Abstract Accurate glioma subtype classification is critical for the treatment management of patients with brain tumors. Developing an automatically computer-aided algorithm for glioma subtype classification is challenging due to many factors. One of the difficulties is the label constraint. Specific...

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Bibliographic Details
Main Authors: Wei-Wen Hsu, Jing-Ming Guo, Linmin Pei, Ling-An Chiang, Yao-Feng Li, Jui-Chien Hsiao, Rivka Colen, Peizhong Liu
Format: Article
Language:English
Published: Nature Portfolio 2022-04-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-022-09985-1