Developing and Validating a Prediction Model For Death or Critical Illness in Hospitalized Adults, an Opportunity for Human-Computer Collaboration

Hospital early warning systems that use machine learning (ML) to predict clinical deterioration are increasingly being used to aid clinical decision-making. However, it is not known how ML predictions complement physician and nurse judgment. Our objective was to train and validate a ML model to pred...

Descripción completa

Detalles Bibliográficos
Autores principales: Verma, Amol A., Pou-Prom, Chloe, McCoy, Liam G., Murray, Joshua, Nestor, Bret, Bell, Shirley, Mourad, Ophyr, Fralick, Michael, Friedrich, Jan, Ghassemi, Marzyeh, Mamdani, Muhammad
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Lippincott Williams & Wilkins 2023
Materias:
Original Clinical Report
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10155889/
https://www.ncbi.nlm.nih.gov/pubmed/37151895
http://dx.doi.org/10.1097/CCE.0000000000000897

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10155889/
https://www.ncbi.nlm.nih.gov/pubmed/37151895
http://dx.doi.org/10.1097/CCE.0000000000000897

Ejemplares similares