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Development and Temporal Validation of a Machine Learning Model to Predict Clinical Deterioration.

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Title: Development and Temporal Validation of a Machine Learning Model to Predict Clinical Deterioration.
Authors: Foote HP; Divisions of Pediatric Cardiology., Shaikh Z; Duke Institute for Health Innovation.; Department of Medicine, Weill Cornell Medical Center, New York, New York., Witt D; Duke Institute for Health Innovation.; Mayo Clinic Alix School of Medicine, Rochester, Minnesota., Shen T; Department of Biomedical Engineering., Ratliff W; Duke Institute for Health Innovation., Shi H; Duke Institute for Health Innovation., Gao M; Duke Institute for Health Innovation., Nichols M; Duke Institute for Health Innovation., Sendak M; Duke Institute for Health Innovation., Balu S; Duke Institute for Health Innovation., Osborne K; Duke University Health System, Duke University, Durham, North Carolina., Kumar KR; Pediatric Critical Care Medicine., Jackson K; Pediatric Critical Care Medicine., McCrary AW; Divisions of Pediatric Cardiology., Li JS; Divisions of Pediatric Cardiology.
Source: Hospital pediatrics [Hosp Pediatr] 2024 Jan 01; Vol. 14 (1), pp. 11-20.
Publication Type: Journal Article; Research Support, Non-U.S. Gov't
Journal Info: Publisher: American Academy of Pediatrics Country of Publication: United States NLM ID: 101585349 Publication Model: Print Cited Medium: Internet ISSN: 2154-1671 (Electronic) Linking ISSN: 21541671 NLM ISO Abbreviation: Hosp Pediatr Subsets: MEDLINE
Database: MEDLINE Ultimate
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Header DbId: mdl
DbLabel: MEDLINE Ultimate
An: 38053467
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
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  Data: Development and Temporal Validation of a Machine Learning Model to Predict Clinical Deterioration.
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  Data: <searchLink fieldCode="AU" term="%22Foote+HP%22">Foote HP</searchLink>; Divisions of Pediatric Cardiology.<br /><searchLink fieldCode="AU" term="%22Shaikh+Z%22">Shaikh Z</searchLink>; Duke Institute for Health Innovation.; Department of Medicine, Weill Cornell Medical Center, New York, New York.<br /><searchLink fieldCode="AU" term="%22Witt+D%22">Witt D</searchLink>; Duke Institute for Health Innovation.; Mayo Clinic Alix School of Medicine, Rochester, Minnesota.<br /><searchLink fieldCode="AU" term="%22Shen+T%22">Shen T</searchLink>; Department of Biomedical Engineering.<br /><searchLink fieldCode="AU" term="%22Ratliff+W%22">Ratliff W</searchLink>; Duke Institute for Health Innovation.<br /><searchLink fieldCode="AU" term="%22Shi+H%22">Shi H</searchLink>; Duke Institute for Health Innovation.<br /><searchLink fieldCode="AU" term="%22Gao+M%22">Gao M</searchLink>; Duke Institute for Health Innovation.<br /><searchLink fieldCode="AU" term="%22Nichols+M%22">Nichols M</searchLink>; Duke Institute for Health Innovation.<br /><searchLink fieldCode="AU" term="%22Sendak+M%22">Sendak M</searchLink>; Duke Institute for Health Innovation.<br /><searchLink fieldCode="AU" term="%22Balu+S%22">Balu S</searchLink>; Duke Institute for Health Innovation.<br /><searchLink fieldCode="AU" term="%22Osborne+K%22">Osborne K</searchLink>; Duke University Health System, Duke University, Durham, North Carolina.<br /><searchLink fieldCode="AU" term="%22Kumar+KR%22">Kumar KR</searchLink>; Pediatric Critical Care Medicine.<br /><searchLink fieldCode="AU" term="%22Jackson+K%22">Jackson K</searchLink>; Pediatric Critical Care Medicine.<br /><searchLink fieldCode="AU" term="%22McCrary+AW%22">McCrary AW</searchLink>; Divisions of Pediatric Cardiology.<br /><searchLink fieldCode="AU" term="%22Li+JS%22">Li JS</searchLink>; Divisions of Pediatric Cardiology.
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  Data: <searchLink fieldCode="JN" term="%22101585349%22">Hospital pediatrics</searchLink> [Hosp Pediatr] 2024 Jan 01; Vol. 14 (1), pp. 11-20.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22American+Academy+of+Pediatrics%22">American Academy of Pediatrics </searchLink><i>Country of Publication: </i>United States <i>NLM ID: </i>101585349 <i>Publication Model: </i>Print <i>Cited Medium: </i>Internet <i>ISSN: </i>2154-1671 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2221541671%22">21541671 </searchLink><i>NLM ISO Abbreviation: </i>Hosp Pediatr <i>Subsets: </i>MEDLINE
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=38053467
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      – Type: doi
        Value: 10.1542/hpeds.2023-007308
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      – Code: eng
        Text: English
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        StartPage: 11
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      – TitleFull: Development and Temporal Validation of a Machine Learning Model to Predict Clinical Deterioration.
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              Text: 2024 Jan 01
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