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Enhancing Antibiotic Stewardship: A Machine Learning Approach to Predicting Antibiotic Resistance in Inpatient Care.

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Title: Enhancing Antibiotic Stewardship: A Machine Learning Approach to Predicting Antibiotic Resistance in Inpatient Care.
Authors: Haredasht FN; Stanford Center for Biomedical Informatics Research, Stanford University, Stanford, CA, USA., Maddali MV; Stanford Center for Biomedical Informatics Research, Stanford University, Stanford, CA, USA.; Division of Pulmonary and Critical Care Medicine, Department of Medicine, Stanford University School of Medicine, Stanford, CA, USA., Ma SP; Division of Hospital Medicine, Stanford University School of Medicine, Stanford, CA, USA., Chang A; Division of Infectious Diseases and Geographic Medicine, Stanford University School of Medicine, Stanford, CA, USA., Kim GYE; Stanford Center for Biomedical Informatics Research, Stanford University, Stanford, CA, USA., Banaei N; Division of Infectious Diseases and Geographic Medicine, Stanford University School of Medicine, Stanford, CA, USA.; Department of Pathology, School of Medicine, Stanford University, Stanford, CA, USA., Deresinski S; Division of Infectious Diseases and Geographic Medicine, Stanford University School of Medicine, Stanford, CA, USA., Goldstein MK; Department of Health Policy, Stanford University School of Medicine, Stanford, CA, USA., Asch SM; Division of Primary Care and Population Health, Stanford University School of Medicine, Stanford, CA, USA., Chen JH; Stanford Center for Biomedical Informatics Research, Stanford University, Stanford, CA, USA.; Division of Hospital Medicine, Stanford University School of Medicine, Stanford, CA, USA.; Clinical Excellence Research Center, Stanford University, CA, USA.
Source: AMIA ... Annual Symposium proceedings. AMIA Symposium [AMIA Annu Symp Proc] 2025 May 22; Vol. 2024, pp. 857-864. Date of Electronic Publication: 2025 May 22 (Print Publication: 2024).
Publication Type: Journal Article
Journal Info: Publisher: American Medical Informatics Association Country of Publication: United States NLM ID: 101209213 Publication Model: eCollection Cited Medium: Internet ISSN: 1942-597X (Electronic) Linking ISSN: 15594076 NLM ISO Abbreviation: AMIA Annu Symp Proc Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Haredasht+FN%22">Haredasht FN</searchLink>; Stanford Center for Biomedical Informatics Research, Stanford University, Stanford, CA, USA.<br /><searchLink fieldCode="AU" term="%22Maddali+MV%22">Maddali MV</searchLink>; Stanford Center for Biomedical Informatics Research, Stanford University, Stanford, CA, USA.; Division of Pulmonary and Critical Care Medicine, Department of Medicine, Stanford University School of Medicine, Stanford, CA, USA.<br /><searchLink fieldCode="AU" term="%22Ma+SP%22">Ma SP</searchLink>; Division of Hospital Medicine, Stanford University School of Medicine, Stanford, CA, USA.<br /><searchLink fieldCode="AU" term="%22Chang+A%22">Chang A</searchLink>; Division of Infectious Diseases and Geographic Medicine, Stanford University School of Medicine, Stanford, CA, USA.<br /><searchLink fieldCode="AU" term="%22Kim+GYE%22">Kim GYE</searchLink>; Stanford Center for Biomedical Informatics Research, Stanford University, Stanford, CA, USA.<br /><searchLink fieldCode="AU" term="%22Banaei+N%22">Banaei N</searchLink>; Division of Infectious Diseases and Geographic Medicine, Stanford University School of Medicine, Stanford, CA, USA.; Department of Pathology, School of Medicine, Stanford University, Stanford, CA, USA.<br /><searchLink fieldCode="AU" term="%22Deresinski+S%22">Deresinski S</searchLink>; Division of Infectious Diseases and Geographic Medicine, Stanford University School of Medicine, Stanford, CA, USA.<br /><searchLink fieldCode="AU" term="%22Goldstein+MK%22">Goldstein MK</searchLink>; Department of Health Policy, Stanford University School of Medicine, Stanford, CA, USA.<br /><searchLink fieldCode="AU" term="%22Asch+SM%22">Asch SM</searchLink>; Division of Primary Care and Population Health, Stanford University School of Medicine, Stanford, CA, USA.<br /><searchLink fieldCode="AU" term="%22Chen+JH%22">Chen JH</searchLink>; Stanford Center for Biomedical Informatics Research, Stanford University, Stanford, CA, USA.; Division of Hospital Medicine, Stanford University School of Medicine, Stanford, CA, USA.; Clinical Excellence Research Center, Stanford University, CA, USA.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22American+Medical+Informatics+Association%22">American Medical Informatics Association </searchLink><i>Country of Publication: </i>United States <i>NLM ID: </i>101209213 <i>Publication Model: </i>eCollection <i>Cited Medium: </i>Internet <i>ISSN: </i>1942-597X (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2215594076%22">15594076 </searchLink><i>NLM ISO Abbreviation: </i>AMIA Annu Symp Proc <i>Subsets: </i>MEDLINE
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