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Compact machine learning model for the accurate prediction of first 24-hour survival of mechanically ventilated patients.

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Title: Compact machine learning model for the accurate prediction of first 24-hour survival of mechanically ventilated patients.
Authors: Nguyen QT; Department of Mathematics and Statistics, Langara College, Vancouver, BC, Canada., Tran MP; Department of Mathematics and Statistics, Langara College, Vancouver, BC, Canada., Prabhakaran V; Department of Mathematics and Statistics, Langara College, Vancouver, BC, Canada., Liu A; Department of Mathematics and Statistics, Langara College, Vancouver, BC, Canada., Nguyen GH; Emergency Department, 108 Military Central Hospital, Hanoi, Vietnam.
Source: Frontiers in medicine [Front Med (Lausanne)] 2024 Jun 20; Vol. 11, pp. 1398565. Date of Electronic Publication: 2024 Jun 20 (Print Publication: 2024).
Publication Type: Journal Article
Journal Info: Publisher: Frontiers Media S.A Country of Publication: Switzerland NLM ID: 101648047 Publication Model: eCollection Cited Medium: Print ISSN: 2296-858X (Print) Linking ISSN: 2296858X NLM ISO Abbreviation: Front Med (Lausanne) Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Nguyen+QT%22">Nguyen QT</searchLink>; Department of Mathematics and Statistics, Langara College, Vancouver, BC, Canada.<br /><searchLink fieldCode="AU" term="%22Tran+MP%22">Tran MP</searchLink>; Department of Mathematics and Statistics, Langara College, Vancouver, BC, Canada.<br /><searchLink fieldCode="AU" term="%22Prabhakaran+V%22">Prabhakaran V</searchLink>; Department of Mathematics and Statistics, Langara College, Vancouver, BC, Canada.<br /><searchLink fieldCode="AU" term="%22Liu+A%22">Liu A</searchLink>; Department of Mathematics and Statistics, Langara College, Vancouver, BC, Canada.<br /><searchLink fieldCode="AU" term="%22Nguyen+GH%22">Nguyen GH</searchLink>; Emergency Department, 108 Military Central Hospital, Hanoi, Vietnam.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Frontiers+Media+S%2EA%22">Frontiers Media S.A </searchLink><i>Country of Publication: </i>Switzerland <i>NLM ID: </i>101648047 <i>Publication Model: </i>eCollection <i>Cited Medium: </i>Print <i>ISSN: </i>2296-858X (Print) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%222296858X%22">2296858X </searchLink><i>NLM ISO Abbreviation: </i>Front Med (Lausanne) <i>Subsets: </i>PubMed not MEDLINE
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        Value: 10.3389/fmed.2024.1398565
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        Text: English
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              Text: 2024 Jun 20
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