Automatic phenotyping of emergency department patients with incidental hepatic steatosis: A machine learning clustering analysis.
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| Title: | Automatic phenotyping of emergency department patients with incidental hepatic steatosis: A machine learning clustering analysis. |
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| Authors: | Jain VS; Division of Gastroenterology & Hepatology, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD. USA; Carle Illinois College of Medicine, University of Illinois at Urbana-Champaign, Urbana, IL. USA., Vong T; Division of Gastroenterology & Hepatology, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD. USA., Thompson VL; Division of Gastroenterology & Hepatology, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD. USA., Lopez-Silva C; Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD. USA., Sequeira L; Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD. USA., Rizer N; Department of Emergency Medicine, Johns Hopkins University School of Medicine, Baltimore, MD. USA., Hinson JS; Department of Emergency Medicine, Johns Hopkins University School of Medicine, Baltimore, MD. USA; Malone Center of Engineering in Healthcare, Johns Hopkins Whiting School of Engineering, Baltimore, MD. USA., Klein E; Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD. USA., Copenhaver MS; Department of Emergency Medicine, Johns Hopkins University School of Medicine, Baltimore, MD. USA; Malone Center of Engineering in Healthcare, Johns Hopkins Whiting School of Engineering, Baltimore, MD. USA., Brookmeyer C; Department of Radiology, Johns Hopkins School of Medicine, Baltimore, MD, USA., Purnell T; Department of Epidemiology, Johns Hopkins University Bloomberg School of Public Health, Baltimore, MD. USA., Woreta T; Division of Gastroenterology & Hepatology, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD. USA., Strauss AT; Division of Gastroenterology & Hepatology, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD. USA; Malone Center of Engineering in Healthcare, Johns Hopkins Whiting School of Engineering, Baltimore, MD. USA. Electronic address: astraus6@jhmi.edu. |
| Source: | The American journal of emergency medicine [Am J Emerg Med] 2026 May 26; Vol. 108, pp. 1-9. Date of Electronic Publication: 2026 May 26. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: W B Saunders Country of Publication: United States NLM ID: 8309942 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1532-8171 (Electronic) Linking ISSN: 07356757 NLM ISO Abbreviation: Am J Emerg Med Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
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