Multiple Instance Bagging and Risk Histogram for Survival Time Analysis Based on Whole Slide Images of Brain Cancer Patients

This study tackles the challenges in computer-aided prognosis for glioblastoma multiforme, a highly aggressive brain cancer, using only whole slide images (WSIs) as input. Unlike traditional methods that rely on random selection or region-of-interest (ROI) extraction to choose meaningful subsets of...

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Bibliographic Details

Published in:	Information
Main Authors:	Yu Ping Chang, Ya-Chun Yang, Sung-Nien Yu
Format:	Article
Language:	English
Published:	MDPI AG 2024-11-01
Subjects:	bagging glioblastoma heatmap multiple instance learning survival time prediction whole slide images
Online Access:	https://www.mdpi.com/2078-2489/15/12/750