Cardiovascular and Autonomic Phenotypes Reveal Distinct Mechanisms of Sepsis Decompensation via Deep Learning.

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Title: Cardiovascular and Autonomic Phenotypes Reveal Distinct Mechanisms of Sepsis Decompensation via Deep Learning.
Authors: Choudhary T; Department of Surgery, Duke University School of Medicine, Durham, 27710, NC, USA.; Department of Anesthesiology, Duke University School of Medicine, Durham, 27710, NC, USA., Shi H; Department of Surgery, Duke University School of Medicine, Durham, 27710, NC, USA.; Department of Anesthesiology, Duke University School of Medicine, Durham, 27710, NC, USA.; Department of Biomedical Engineering, Duke University, Durham, 27705, NC, USA., Ali A; Department of Surgery, Duke University School of Medicine, Durham, 27710, NC, USA., Moas V; Department of Surgery, Duke University School of Medicine, Durham, 27710, NC, USA., Inan OT; School of Electrical and Computer Engineering, Georgia Institute of Technology, Atlanta, 30332, GA, USA., Podgoreanu MV; Department of Anesthesiology, Duke University School of Medicine, Durham, 27710, NC, USA., Krishnamoorthy V; Department of Anesthesiology, Duke University School of Medicine, Durham, 27710, NC, USA., Jabaley CS; Department of Anesthesiology and Emory Critical Care Center, Emory University School of Medicine, Atlanta, 30322, GA, USA., Coopersmith CM; Department of Surgery and Emory Critical Care Center, Emory University School of Medicine, Atlanta, 30322, GA, USA., Pinsky MR; Department of Critical Care Medicine, School of Medicine, University of Pittsburgh, Pittsburgh, 15213, PA, USA., Clermont G; Department of Critical Care Medicine, School of Medicine, University of Pittsburgh, Pittsburgh, 15213, PA, USA., Kamaleswaran R; Department of Surgery, Duke University School of Medicine, Durham, 27710, NC, USA.; Department of Anesthesiology, Duke University School of Medicine, Durham, 27710, NC, USA.; Department of Biomedical Engineering, Duke University, Durham, 27705, NC, USA.
Source: Research square [Res Sq] 2026 Mar 23. Date of Electronic Publication: 2026 Mar 23.
Publication Type: Journal Article; Preprint
Journal Info: Country of Publication: United States NLM ID: 101768035 Publication Model: Electronic Cited Medium: Internet ISSN: 2693-5015 (Electronic) Linking ISSN: 26935015 NLM ISO Abbreviation: Res Sq Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
Description
ISSN:2693-5015
DOI:10.21203/rs.3.rs-9136766/v1