Reliable machine learning models in genomic medicine using conformal prediction

Machine learning and genomic medicine are the mainstays of research in delivering personalized healthcare services for disease diagnosis, risk stratification, tailored treatment, and prediction of adverse effects. However, potential prediction errors in healthcare services can have life-threatening...

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Bibliographic Details
Main Authors: Christina Papangelou, Konstantinos Kyriakidis, Pantelis Natsiavas, Ioanna Chouvarda, Andigoni Malousi
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-02-01
Series:Frontiers in Bioinformatics
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Online Access:https://www.frontiersin.org/articles/10.3389/fbinf.2025.1507448/full
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