An “All-Data-on-Hand” Deep Learning Model to Predict Hospitalization for Diabetic Ketoacidosis in Youth With Type 1 Diabetes: Development and Validation Study

BACKGROUND: Although prior research has identified multiple risk factors for diabetic ketoacidosis (DKA), clinicians continue to lack clinic-ready models to predict dangerous and costly episodes of DKA. We asked whether we could apply deep learning, specifically the use of a long short-term memory (...

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Detalles Bibliográficos
Autores principales: Williams, David D, Ferro, Diana, Mullaney, Colin, Skrabonja, Lydia, Barnes, Mitchell S, Patton, Susana R, Lockee, Brent, Tallon, Erin M, Vandervelden, Craig A, Schweisberger, Cintya, Mehta, Sanjeev, McDonough, Ryan, Lind, Marcus, D'Avolio, Leonard, Clements, Mark A
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2023
Materias:
Original Paper
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10394604/
https://www.ncbi.nlm.nih.gov/pubmed/37224506
http://dx.doi.org/10.2196/47592

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