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Development and Validation of a Machine Learning Model to Predict Near-Term Risk of Iatrogenic Hypoglycemia in Hospitalized Patients.

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Title: Development and Validation of a Machine Learning Model to Predict Near-Term Risk of Iatrogenic Hypoglycemia in Hospitalized Patients.
Authors: Mathioudakis NN; Division of Endocrinology, Diabetes & Metabolism, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland., Abusamaan MS; Division of Endocrinology, Diabetes & Metabolism, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland., Shakarchi AF; Wilmer Eye Institute, Johns Hopkins University School of Medicine, Baltimore, Maryland., Sokolinsky S; Department of Quality Improvement and Clinical Analytics, Johns Hopkins Health System, Baltimore, Maryland., Fayzullin S; Department of Quality Improvement and Clinical Analytics, Johns Hopkins Health System, Baltimore, Maryland., McGready J; Department of Biostatistics, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland., Zilbermint M; Division of Endocrinology, Diabetes & Metabolism, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland.; Johns Hopkins Community Physicians at Suburban Hospital, Suburban Hospital, Bethesda, Maryland., Saria S; Departments of Computer Science, Applied Math and Statistics, and Health Policy, Johns Hopkins University, Baltimore, Maryland., Golden SH; Division of Endocrinology, Diabetes & Metabolism, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland.
Source: JAMA network open [JAMA Netw Open] 2021 Jan 04; Vol. 4 (1), pp. e2030913. Date of Electronic Publication: 2021 Jan 04.
Publication Type: Journal Article; Research Support, N.I.H., Extramural
Journal Info: Publisher: American Medical Association Country of Publication: United States NLM ID: 101729235 Publication Model: Electronic Cited Medium: Internet ISSN: 2574-3805 (Electronic) Linking ISSN: 25743805 NLM ISO Abbreviation: JAMA Netw Open Subsets: MEDLINE
Database: MEDLINE Ultimate
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