A novel machine learning architecture to improve classification of intermediate cases in health: workflow and case study for public health

Abstract Background The practice of medicine has evolved significantly during the past decade, with the emergence of Machine Learning (ML) that offers the opportunity of personalized patient-tailored care. However, ML models still face some challenges when classifying patients where clear-cut bounda...

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Bibliographic Details
Main Authors: Bassel Hammoud, Aline Semaan, Lenka Benova, Imad H. Elhajj
Format: Article
Language:English
Published: BMC 2025-07-01
Series:BMC Bioinformatics
Subjects:
Online Access:https://doi.org/10.1186/s12859-025-06228-8
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