Predicting overall survival in chordoma patients using machine learning models: a web-app application

Predicting overall survival in chordoma patients using machine learning models: a web-app application

Abstract Objective The goal of this study was to evaluate the efficacy of machine learning (ML) techniques in predicting survival for chordoma patients in comparison with the standard Cox proportional hazards (CoxPH) model. Methods Using a Surveillance, Epidemiology, and End Results database of cons...

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Bibliographic Details
Main Authors: Peng Cheng, Xudong Xie, Samuel Knoedler, Bobin Mi, Guohui Liu
Format: Article
Language:English
Published: BMC 2023-09-01
Series:Journal of Orthopaedic Surgery and Research
Subjects:
Chordoma
Survival analysis
Machine learning
DeepSurv
Deep learning
Online Access:https://doi.org/10.1186/s13018-023-04105-9

Internet

https://doi.org/10.1186/s13018-023-04105-9

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