GigaScience
Generalizable machine learning models for rapid antimicrobial resistance prediction in unseen healthcare settings.
Diane Duroux, Paul P Meyer, Giovanni Visoná, Niko Beerenwinkel
Published: 202610.1093/gigascience/giaf156
Abstract
BACKGROUND: The deployment of machine learning in clinical settings is often hindered by the limited generalizability of the models. Models that perform well during development tend to underperform in new environments, limiting their clinical utility…
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