Cultryx: Precision Diagnostic Stewardship for Blood Cultures Using Machine Learning.
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| Title: | Cultryx: Precision Diagnostic Stewardship for Blood Cultures Using Machine Learning. |
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| 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 |
| FullText | Text: Availability: 0 |
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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 41867170 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Cultryx: Precision Diagnostic Stewardship for Blood Cultures Using Machine Learning. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Marshall+NP%22">Marshall NP</searchLink>; Division of Pediatric Infectious Diseases, Department of Pediatrics, School of Medicine, Stanford University, Palo Alto, California, USA.<br /><searchLink fieldCode="AU" term="%22Chen+W%22">Chen W</searchLink>; Division of Computational Medicine, Stanford University, Stanford, California, USA.<br /><searchLink fieldCode="AU" term="%22Amrollahi+F%22">Amrollahi F</searchLink>; Division of Computational Medicine, Stanford University, Stanford, California, USA.<br /><searchLink fieldCode="AU" term="%22Haredasht+FN%22">Haredasht FN</searchLink>; Division of Computational Medicine, Stanford University, Stanford, California, USA.<br /><searchLink fieldCode="AU" term="%22Maddali+MV%22">Maddali MV</searchLink>; Division of Pulmonary and Critical Care, Department of Medicine, School of Medicine, Stanford University, Stanford, California, USA.<br /><searchLink fieldCode="AU" term="%22Ma+SP%22">Ma SP</searchLink>; Division of Hospital Medicine, Department of Medicine, School of Medicine, Stanford University, Stanford, California, USA.<br /><searchLink fieldCode="AU" term="%22Zahedivash+A%22">Zahedivash A</searchLink>; Division of Clinical Informatics, Department of Pediatrics, School of Medicine, Stanford University, Palo Alto, California, USA.<br /><searchLink fieldCode="AU" term="%22Black+KC%22">Black KC</searchLink>; Division of Clinical Informatics, Department of Pediatrics, School of Medicine, Stanford University, Palo Alto, California, USA.<br /><searchLink fieldCode="AU" term="%22Chang+A%22">Chang A</searchLink>; Division of Infectious Diseases and Geographic Medicine, Department of Medicine, School of Medicine, Stanford University, Stanford, California, USA.<br /><searchLink fieldCode="AU" term="%22Deresinski+SC%22">Deresinski SC</searchLink>; Division of Infectious Diseases and Geographic Medicine, Department of Medicine, School of Medicine, Stanford University, Stanford, California, USA.<br /><searchLink fieldCode="AU" term="%22Goldstein+MK%22">Goldstein MK</searchLink>; Department of Health Policy, School of Medicine, Stanford University, Stanford, California, USA.<br /><searchLink fieldCode="AU" term="%22Asch+SM%22">Asch SM</searchLink>; Division of Primary Care and Population Health, Department of Medicine, School of Medicine, Stanford University, Stanford, California, USA.<br /><searchLink fieldCode="AU" term="%22Banaei+N%22">Banaei N</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Chen+JH%22">Chen JH</searchLink>; 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. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22101767986%22">MedRxiv : the preprint server for health sciences</searchLink> [medRxiv] 2026 Mar 04. <i>Date of Electronic Publication: </i>2026 Mar 04. – Name: TypePub Label: Publication Type Group: TypPub Data: Journal Article; Preprint – Name: TitleSource Label: Journal Info Group: Src Data: <i>Country of Publication: </i>United States <i>NLM ID: </i>101767986 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Internet <i>NLM ISO Abbreviation: </i>medRxiv <i>Subsets: </i>PubMed not MEDLINE |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=41867170 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.64898/2026.02.27.26347214 Languages: – Code: eng Text: English Titles: – TitleFull: Cultryx: Precision Diagnostic Stewardship for Blood Cultures Using Machine Learning. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Marshall NP – PersonEntity: Name: NameFull: Chen W – PersonEntity: Name: NameFull: Amrollahi F – PersonEntity: Name: NameFull: Haredasht FN – PersonEntity: Name: NameFull: Maddali MV – PersonEntity: Name: NameFull: Ma SP – PersonEntity: Name: NameFull: Zahedivash A – PersonEntity: Name: NameFull: Black KC – PersonEntity: Name: NameFull: Chang A – PersonEntity: Name: NameFull: Deresinski SC – PersonEntity: Name: NameFull: Goldstein MK – PersonEntity: Name: NameFull: Asch SM – PersonEntity: Name: NameFull: Banaei N – PersonEntity: Name: NameFull: Chen JH IsPartOfRelationships: – BibEntity: Dates: – D: 04 M: 03 Text: 2026 Mar 04 Type: published Y: 2026 Titles: – TitleFull: MedRxiv : the preprint server for health sciences Type: main |
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