Why do probabilistic clinical models fail to transport between sites

Abstract The rising popularity of artificial intelligence in healthcare is highlighting the problem that a computational model achieving super-human clinical performance at its training sites may perform substantially worse at new sites. In this perspective, we argue that we should typically expect...

Full description

Bibliographic Details
Main Authors: Thomas A. Lasko, Eric V. Strobl, William W. Stead
Format: Article
Language:English
Published: Nature Portfolio 2024-03-01
Series:npj Digital Medicine
Online Access:https://doi.org/10.1038/s41746-024-01037-4