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Using Data-Driven Machine Learning to Predict Unplanned ICU Transfers with Critical Deterioration from Electronic Health Records.

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Title: Using Data-Driven Machine Learning to Predict Unplanned ICU Transfers with Critical Deterioration from Electronic Health Records.
Authors: Shi L; Tsui Laboratory, Children's Hospital of Philadelphia (CHOP).; Department of Biomedical Informatics, CHOP., Muthu N; Department of Biomedical Informatics, CHOP.; University of Pennsylvania Perelman School of Medicine., Shaeffer GP; Department of Biomedical Informatics, CHOP., Sun Y; Tsui Laboratory, Children's Hospital of Philadelphia (CHOP).; Department of Biomedical Informatics, CHOP., Ruiz Herrera VM; Tsui Laboratory, Children's Hospital of Philadelphia (CHOP).; Department of Biomedical Informatics, CHOP., Tsui FR; Tsui Laboratory, Children's Hospital of Philadelphia (CHOP).; Department of Biomedical Informatics, CHOP.
Source: Studies in health technology and informatics [Stud Health Technol Inform] 2022 Jun 06; Vol. 290, pp. 660-664.
Publication Type: Journal Article
Journal Info: Publisher: IOS Press Country of Publication: Netherlands NLM ID: 9214582 Publication Model: Print Cited Medium: Internet ISSN: 1879-8365 (Electronic) Linking ISSN: 09269630 NLM ISO Abbreviation: Stud Health Technol Inform
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Shi+L%22">Shi L</searchLink>; Tsui Laboratory, Children's Hospital of Philadelphia (CHOP).; Department of Biomedical Informatics, CHOP.<br /><searchLink fieldCode="AU" term="%22Muthu+N%22">Muthu N</searchLink>; Department of Biomedical Informatics, CHOP.; University of Pennsylvania Perelman School of Medicine.<br /><searchLink fieldCode="AU" term="%22Shaeffer+GP%22">Shaeffer GP</searchLink>; Department of Biomedical Informatics, CHOP.<br /><searchLink fieldCode="AU" term="%22Sun+Y%22">Sun Y</searchLink>; Tsui Laboratory, Children's Hospital of Philadelphia (CHOP).; Department of Biomedical Informatics, CHOP.<br /><searchLink fieldCode="AU" term="%22Ruiz+Herrera+VM%22">Ruiz Herrera VM</searchLink>; Tsui Laboratory, Children's Hospital of Philadelphia (CHOP).; Department of Biomedical Informatics, CHOP.<br /><searchLink fieldCode="AU" term="%22Tsui+FR%22">Tsui FR</searchLink>; Tsui Laboratory, Children's Hospital of Philadelphia (CHOP).; Department of Biomedical Informatics, CHOP.
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        Value: 10.3233/SHTI220160
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              Text: 2022 Jun 06
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