Investigating Causal Genetic Effects on Overall Survival of Glioblastoma Patients using Normalizing Flow and Structural Causal Model

Glioblastoma (GBM) is the most common and aggressive brain tumor with short overall survival (OS) of about 15 months. Understanding the causal factors affecting the patient survival is crucial for disease prognosis and treatment planning. Although previous efforts on survival prediction using multi-...

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Bibliographic Details

Published in:	Proceedings of SPIE, the international society for optical engineering Vol. 12927
Main Authors:	Yu, Fanyang, Wang, Rongguang, Chaudhari, Pratik, Davatzikos, Christos
Format:	Journal Article
Language:	English
Published:	United States 01.02.2024
Subjects:	Causal inference normalizing flow radiomics glioblastoma survival analysis
ISSN:	0277-786X
Online Access:	Get more information
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