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...

Бүрэн тодорхойлолт

Номзүйн дэлгэрэнгүй
Үндсэн зохиолчид: Yang, J, Soltan, AAS, Clifton, DA
Формат: Journal article
Хэл сонгох:English
Хэвлэсэн: Springer Nature 2022