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Multi-dimensional patient acuity estimation with longitudinal EHR tokenization and flexible transformer networks.

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第一作者： Benjamin,Shickel

第一单位： Department of Medicine, University of Florida, Gainesville, FL, United States.;Intelligent Critical Care Center (IC3), University of Florida, Gainesville, FL, United States.

作者： Benjamin,Shickel ^[1] ; Brandon,Silva ^[2] ; Tezcan,Ozrazgat-Baslanti ^[1] ; Yuanfang,Ren ^[1] ; Kia,Khezeli ^[2] ; Ziyuan,Guan ^[1] ; Patrick J,Tighe ^[3] ; Azra,Bihorac ^[1] ; Parisa,Rashidi ^[2]

作者单位： Department of Medicine, University of Florida, Gainesville, FL, United States.;Intelligent Critical Care Center (IC3), University of Florida, Gainesville, FL, United States. ^[1] Department of Biomedical Engineering, University of Florida, Gainesville, FL, United States.;Intelligent Critical Care Center (IC3), University of Florida, Gainesville, FL, United States. ^[2] Department of Anesthesiology, University of Florida, Gainesville, FL, United States.;Intelligent Critical Care Center (IC3), University of Florida, Gainesville, FL, United States. ^[3]

关键词 clinical decision support critical care deep learning electronic health records patient acuity transformer

DOI 10.3389/fdgth.2022.1029191

PMID 36440460

发布时间 2023-11-06

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Multi-dimensional patient acuity estimation with longitudinal EHR tokenization and flexible transformer networks.

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Multi-dimensional patient acuity estimation with longitudinal EHR tokenization and flexible transformer networks.

Frontiers in digital health

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