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Continuous sepsis trajectory prediction using tensor-reduced physiological signals.

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Title: Continuous sepsis trajectory prediction using tensor-reduced physiological signals.
Authors: Alge OP; Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, MI, USA. oialge@umich.edu., Pickard J; Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, MI, USA., Zhang W; Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, MI, USA., Cheng S; Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, MI, USA., Derksen H; Department of Mathematics, Northeastern University, Boston, MA, USA., Omenn GS; Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, MI, USA.; Departments of Internal Medicine, Human Genetics, and Environmental Health, Ann Arbor, MI, USA., Gryak J; Department of Computer Science, Queens College, CUNY, Queens, NY, USA., VanEpps JS; Michigan Center for Integrative Research in Critical Care, University of Michigan, Ann Arbor, MI, USA.; Department of Emergency Medicine, University of Michigan, Ann Arbor, MI, USA.; Biointerfaces Institute, University of Michigan, Ann Arbor, MI, USA.; Macromolecular Science and Engineering, University of Michigan, Ann Arbor, MI, USA., Najarian K; Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, MI, USA.; Michigan Center for Integrative Research in Critical Care, University of Michigan, Ann Arbor, MI, USA.; Department of Emergency Medicine, University of Michigan, Ann Arbor, MI, USA.; Electrical Engineering and Computer Science, University of Michigan, Ann Arbor, MI, USA.
Source: Scientific reports [Sci Rep] 2024 Aug 06; Vol. 14 (1), pp. 18155. Date of Electronic Publication: 2024 Aug 06.
Publication Type: Journal Article
Journal Info: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Alge+OP%22">Alge OP</searchLink>; Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, MI, USA. oialge@umich.edu.<br /><searchLink fieldCode="AU" term="%22Pickard+J%22">Pickard J</searchLink>; Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, MI, USA.<br /><searchLink fieldCode="AU" term="%22Zhang+W%22">Zhang W</searchLink>; Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, MI, USA.<br /><searchLink fieldCode="AU" term="%22Cheng+S%22">Cheng S</searchLink>; Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, MI, USA.<br /><searchLink fieldCode="AU" term="%22Derksen+H%22">Derksen H</searchLink>; Department of Mathematics, Northeastern University, Boston, MA, USA.<br /><searchLink fieldCode="AU" term="%22Omenn+GS%22">Omenn GS</searchLink>; Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, MI, USA.; Departments of Internal Medicine, Human Genetics, and Environmental Health, Ann Arbor, MI, USA.<br /><searchLink fieldCode="AU" term="%22Gryak+J%22">Gryak J</searchLink>; Department of Computer Science, Queens College, CUNY, Queens, NY, USA.<br /><searchLink fieldCode="AU" term="%22VanEpps+JS%22">VanEpps JS</searchLink>; Michigan Center for Integrative Research in Critical Care, University of Michigan, Ann Arbor, MI, USA.; Department of Emergency Medicine, University of Michigan, Ann Arbor, MI, USA.; Biointerfaces Institute, University of Michigan, Ann Arbor, MI, USA.; Macromolecular Science and Engineering, University of Michigan, Ann Arbor, MI, USA.<br /><searchLink fieldCode="AU" term="%22Najarian+K%22">Najarian K</searchLink>; Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, MI, USA.; Michigan Center for Integrative Research in Critical Care, University of Michigan, Ann Arbor, MI, USA.; Department of Emergency Medicine, University of Michigan, Ann Arbor, MI, USA.; Electrical Engineering and Computer Science, University of Michigan, Ann Arbor, MI, USA.
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  Data: <searchLink fieldCode="JN" term="%22101563288%22">Scientific reports</searchLink> [Sci Rep] 2024 Aug 06; Vol. 14 (1), pp. 18155. <i>Date of Electronic Publication: </i>2024 Aug 06.
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              Text: 2024 Aug 06
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