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Identifying acute illness phenotypes via deep temporal interpolation and clustering network on physiologic signatures.

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第一作者： Yuanfang,Ren

第一单位： Intelligent Clinical Care Center, University of Florida, Gainesville, FL, USA.;Division of Nephrology, Hypertension, and Renal Transplantation, Department of Medicine, University of Florida, PO Box 100224, Gainesville, FL, 32610-0254, USA.

作者： Yuanfang,Ren ^[1] ; Yanjun,Li ^[2] ; Tyler J,Loftus ^[3] ; Jeremy,Balch ^[3] ; Kenneth L,Abbott ^[4] ; Matthew M,Ruppert ^[1] ; Ziyuan,Guan ^[1] ; Benjamin,Shickel ^[1] ; Parisa,Rashidi ^[5] ; Tezcan,Ozrazgat-Baslanti ^[1] ; Azra,Bihorac ^[6]

作者单位： Intelligent Clinical Care Center, University of Florida, Gainesville, FL, USA.;Division of Nephrology, Hypertension, and Renal Transplantation, Department of Medicine, University of Florida, PO Box 100224, Gainesville, FL, 32610-0254, USA. ^[1] Department of Medicinal Chemistry, College of Pharmacy, University of Florida, Gainesville, FL, USA.;Center for Natural Products, Drug Discovery and Development, University of Florida, Gainesville, FL, USA. ^[2] Intelligent Clinical Care Center, University of Florida, Gainesville, FL, USA.;Department of Surgery, University of Florida, Gainesville, FL, USA. ^[3] Department of Surgery, University of Florida, Gainesville, FL, USA. ^[4] Intelligent Clinical Care Center, University of Florida, Gainesville, FL, USA.;J. Crayton Pruitt Family Department of Biomedical Engineering, University of Florida, Gainesville, FL, USA. ^[5] Intelligent Clinical Care Center, University of Florida, Gainesville, FL, USA. abihorac@ufl.edu.;Division of Nephrology, Hypertension, and Renal Transplantation, Department of Medicine, University of Florida, PO Box 100224, Gainesville, FL, 32610-0254, USA. abihorac@ufl.edu. ^[6]

医学主题词人类(Humans);急性病(Acute Disease);表型(Phenotype);聚类分析(Cluster Analysis);脓毒症(Sepsis)

DOI 10.1038/s41598-024-59047-x

PMID 38600110

发布时间 2024-12-07

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