Sharing reliable information worldwide: healthcare strategies based on artificial intelligence need external validation. Position paper

Sharing reliable information worldwide: healthcare strategies based on artificial intelligence need external validation. Position paper

Abstract Training machine learning models using data from severe COVID-19 patients admitted to a central hospital, where entire wards are specifically dedicated to COVID-19, may yield predictions that differ significantly from those generated using data collected from patients admitted to a high-vol...

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Bibliographic Details
Main Authors: F. Pennestrì, F. Cabitza, N. Picerno, G. Banfi
Format: Article
Language:English
Published: BMC 2025-02-01
Series:BMC Medical Informatics and Decision Making
Subjects:
Artificial intelligence
External validation
Machine learning
Orthopedics
Patient stratification
Techno-vigilance
Online Access:https://doi.org/10.1186/s12911-025-02883-2
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https://doi.org/10.1186/s12911-025-02883-2

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