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...

Täydet tiedot

Bibliografiset tiedot
Päätekijät: Yang, J, Soltan, AAS, Clifton, DA
Aineistotyyppi: Journal article
Kieli:English
Julkaistu: Springer Nature 2022