Multitask Learning With Recurrent Neural Networks for Acute Respiratory Distress Syndrome Prediction Using Only Electronic Health Record Data: Model Development and Validation Study

BACKGROUND: Acute respiratory distress syndrome (ARDS) is a condition that is often considered to have broad and subjective diagnostic criteria and is associated with significant mortality and morbidity. Early and accurate prediction of ARDS and related conditions such as hypoxemia and sepsis could...

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Detalles Bibliográficos
Autores principales: Lam, Carson, Thapa, Rahul, Maharjan, Jenish, Rahmani, Keyvan, Tso, Chak Foon, Singh, Navan Preet, Casie Chetty, Satish, Mao, Qingqing
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2022
Materias:
Original Paper
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9244659/
https://www.ncbi.nlm.nih.gov/pubmed/35704370
http://dx.doi.org/10.2196/36202

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