Journal of clinical epidemiology
Discrimination, calibration, and variable importance in statistical and machine learning models for predicting overall survival in advanced non-small cell lung cancer patients treated with immune checkpoint inhibitors.
Lee X Li, Ashley M Hopkins, Richard Woodman, Ahmad Y Abuhelwa, Yuan Gao, Natalie Parent, Andrew Rowland, Michael J Sorich
Published: 202510.1016/j.jclinepi.2025.112082
Abstract
BACKGROUND AND OBJECTIVES: Prognostic models can enhance clinician-patient communication and guide treatment decisions. Numerous machine learning (ML) algorithms are available and offer a novel approach to predicting survival in patients treated with…
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