Externally validated and clinically useful machine learning algorithms to support patient-related decision-making in oncology: a scoping review

Abstract Background This scoping review systematically maps externally validated machine learning (ML)-based models in cancer patient care, quantifying their performance, and clinical utility, and examining relationships between models, cancer types, and clinical decisions. By synthesizing evidence,...

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Bibliographic Details
Main Authors: Catarina Sousa Santos, Mário Amorim-Lopes
Format: Article
Language:English
Published: BMC 2025-02-01
Series:BMC Medical Research Methodology
Subjects:
Online Access:https://doi.org/10.1186/s12874-025-02463-y
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