A selective deep learning framework for pressure injury staging with calibrated confidence and automated clinical documentation.

Pressure injuries are common chronic wounds that require accurate staging to guide management. Deep learning has shown promise for automated staging from clinical photographs, but most prior studies report classification accuracy alone without accounting for prediction uncertainty. We developed and...

Descripción completa

Detalles Bibliográficos
Publicado en:Intensive & Critical Care Nursing Vol. 97
Autores principales: Lott, Jack, McShannon, David, Dietrich, Nicholas
Formato: Journal Article
Publicado: Elsevier B.V. Dec2026
Acceso en línea:Ver este registro en EBSCOhost