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-...

Celý popis

Podrobná bibliografia

Vydané v:	Proceedings of SPIE, the international society for optical engineering Ročník 12927
Hlavní autori:	Yu, Fanyang, Wang, Rongguang, Chaudhari, Pratik, Davatzikos, Christos
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	United States 01.02.2024
Predmet:	Causal inference normalizing flow radiomics glioblastoma survival analysis
ISSN:	0277-786X
On-line prístup:	Zistit podrobnosti o prístupe
Tagy:	Pridať tag Žiadne tagy, Buďte prvý, kto otaguje tento záznam!