Machine learning generalizability across healthcare settings: insights from multi-site COVID-19 screening

As patient health information is highly regulated due to privacy concerns, most machine learning (ML)-based healthcare studies are unable to test on external patient cohorts, resulting in a gap between locally reported model performance and cross-site generalizability. Different approaches have been...

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Bibliographic Details
Main Authors: Yang, J, Soltan, AAS, Clifton, DA
Format: Journal article
Language:English
Published: Springer Nature 2022