Cultryx: Precision Diagnostic Stewardship for Blood Cultures Using Machine Learning.

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Bibliographic Details
Title: Cultryx: Precision Diagnostic Stewardship for Blood Cultures Using Machine Learning.
Authors: Marshall NP; Division of Pediatric Infectious Diseases, Department of Pediatrics, School of Medicine, Stanford University, Palo Alto, California, USA., Chen W; Division of Computational Medicine, Stanford University, Stanford, California, USA., Amrollahi F; Division of Computational Medicine, Stanford University, Stanford, California, USA., Haredasht FN; Division of Computational Medicine, Stanford University, Stanford, California, USA., Maddali MV; Division of Pulmonary and Critical Care, Department of Medicine, School of Medicine, Stanford University, Stanford, California, USA., Ma SP; Division of Hospital Medicine, Department of Medicine, School of Medicine, Stanford University, Stanford, California, USA., Zahedivash A; Division of Clinical Informatics, Department of Pediatrics, School of Medicine, Stanford University, Palo Alto, California, USA., Black KC; Division of Clinical Informatics, Department of Pediatrics, School of Medicine, Stanford University, Palo Alto, California, USA., Chang A; Division of Infectious Diseases and Geographic Medicine, Department of Medicine, School of Medicine, Stanford University, Stanford, California, USA., Deresinski SC; Division of Infectious Diseases and Geographic Medicine, Department of Medicine, School of Medicine, Stanford University, Stanford, California, USA., Goldstein MK; Department of Health Policy, School of Medicine, Stanford University, Stanford, California, USA., Asch SM; Division of Primary Care and Population Health, Department of Medicine, School of Medicine, Stanford University, Stanford, California, USA., Banaei N; Division of Infectious Diseases and Geographic Medicine, Department of Medicine, School of Medicine, Stanford University, Stanford, California, USA.; Department of Pathology, School of Medicine, Stanford University, Stanford, California, USA., Chen JH; Division of Computational Medicine, Stanford University, Stanford, California, USA.; Division of Hospital Medicine, Department of Medicine, School of Medicine, Stanford University, Stanford, California, USA.; Clinical Excellence Research Center, School of Medicine, Stanford University, Palo Alto, California, USA.
Source: MedRxiv : the preprint server for health sciences [medRxiv] 2026 Mar 04. Date of Electronic Publication: 2026 Mar 04.
Publication Type: Journal Article; Preprint
Journal Info: Country of Publication: United States NLM ID: 101767986 Publication Model: Electronic Cited Medium: Internet NLM ISO Abbreviation: medRxiv Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
Description
DOI:10.64898/2026.02.27.26347214