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Comparison of Multimodal Deep Learning Approaches for Predicting Clinical Deterioration in Ward Patients.

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Bibliographic Details
Title: Comparison of Multimodal Deep Learning Approaches for Predicting Clinical Deterioration in Ward Patients.
Authors: Kotula CA, Martin J, Carey KA, Edelson DP, Dligach D, Mayampurath A, Afshar M, Churpek MM
Source: MedRxiv : the preprint server for health sciences [medRxiv] 2025 Mar 07. Date of Electronic Publication: 2025 Mar 07.
Publication Type: Journal Article; Preprint
Journal Info: Country of Publication: United States NLM ID: 101767986 Publication Model: Electronic Cited Medium: Internet NLM ISO Abbreviation: medRxiv Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
FullText Text:
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PubType: Academic Journal
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  Data: Comparison of Multimodal Deep Learning Approaches for Predicting Clinical Deterioration in Ward Patients.
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  Data: <searchLink fieldCode="AU" term="%22Kotula+CA%22">Kotula CA</searchLink><br /><searchLink fieldCode="AU" term="%22Martin+J%22">Martin J</searchLink><br /><searchLink fieldCode="AU" term="%22Carey+KA%22">Carey KA</searchLink><br /><searchLink fieldCode="AU" term="%22Edelson+DP%22">Edelson DP</searchLink><br /><searchLink fieldCode="AU" term="%22Dligach+D%22">Dligach D</searchLink><br /><searchLink fieldCode="AU" term="%22Mayampurath+A%22">Mayampurath A</searchLink><br /><searchLink fieldCode="AU" term="%22Afshar+M%22">Afshar M</searchLink><br /><searchLink fieldCode="AU" term="%22Churpek+MM%22">Churpek MM</searchLink>
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  Data: <searchLink fieldCode="JN" term="%22101767986%22">MedRxiv : the preprint server for health sciences</searchLink> [medRxiv] 2025 Mar 07. <i>Date of Electronic Publication: </i>2025 Mar 07.
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  Data: <i>Country of Publication: </i>United States <i>NLM ID: </i>101767986 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Internet <i>NLM ISO Abbreviation: </i>medRxiv <i>Subsets: </i>PubMed not MEDLINE
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=40093217
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      – Type: doi
        Value: 10.1101/2025.03.06.25322855
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      – Code: eng
        Text: English
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      – TitleFull: Comparison of Multimodal Deep Learning Approaches for Predicting Clinical Deterioration in Ward Patients.
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            NameFull: Kotula CA
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            NameFull: Martin J
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            NameFull: Afshar M
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          Dates:
            – D: 07
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              Text: 2025 Mar 07
              Type: published
              Y: 2025
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