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Mechanistic Learning for Predicting Survival Outcomes in Head and Neck Squamous Cell Carcinoma

ABSTRACT We employed a mechanistic learning approach, integrating on‐treatment tumor kinetics (TK) modeling with various machine learning (ML) models to address the challenge of predicting post‐progression survival (PPS)—the duration from the time of documented disease progression to death—and overa...

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Wedi'i Gadw mewn:
Prif Awduron: Kevin Atsou, Anne Auperin, Jôel Guigay, Sébastien Salas, Sebastien Benzekry
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: Wiley 2025-03-01
Cyfres:CPT: Pharmacometrics & Systems Pharmacology
Pynciau:
deep learning
head and neck squamous cell carcinoma
machine learning
survival analysis
tumor kinetics
Mynediad Ar-lein:https://doi.org/10.1002/psp4.13294
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