Fraction of Genome Altered, Age, Microsatellite Instability Score, Tumor Mutational Burden, Cancer Type, Metastasis Status, and Choice of Cancer Therapy Predict Overall Survival in Multiple Machine Learning Models

Background/Objectives: The accurate prediction of overall survival (OS) in cancer patients is crucial for personalized treatment strategies. Methods: In this study, we developed machine learning models to predict OS by integrating clinical and mutational features from a cohort of 25,508 cancer patie...

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Bibliographic Details
Main Author: Guillaume Mestrallet
Format: Article
Language:English
Published: MDPI AG 2025-02-01
Series:Onco
Subjects:
Online Access:https://www.mdpi.com/2673-7523/5/1/8
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