Real-World Integration of a Sepsis Deep Learning Technology Into Routine Clinical Care: Implementation Study

BACKGROUND: Successful integrations of machine learning into routine clinical care are exceedingly rare, and barriers to its adoption are poorly characterized in the literature. OBJECTIVE: This study aims to report a quality improvement effort to integrate a deep learning sepsis detection and manage...

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Bibliografiske detaljer
Udgivet i:JMIR Med Inform
Main Authors: Sendak, Mark P, Ratliff, William, Sarro, Dina, Alderton, Elizabeth, Futoma, Joseph, Gao, Michael, Nichols, Marshall, Revoir, Mike, Yashar, Faraz, Miller, Corinne, Kester, Kelly, Sandhu, Sahil, Corey, Kristin, Brajer, Nathan, Tan, Christelle, Lin, Anthony, Brown, Tres, Engelbosch, Susan, Anstrom, Kevin, Elish, Madeleine Clare, Heller, Katherine, Donohoe, Rebecca, Theiling, Jason, Poon, Eric, Balu, Suresh, Bedoya, Armando, O'Brien, Cara
Format: Artigo
Sprog:Inglês
Udgivet: JMIR Publications 2020
Fag:
Original Paper
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7391165/
https://ncbi.nlm.nih.gov/pubmed/32673244
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.2196/15182
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