Machine Learning to Assess the Risk of Multidrug-Resistant Gram-Negative Bacilli Infections in Febrile Neutropenic Hematological Patients.

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作者： Carolina,Garcia-Vidal ^[1] ; Pedro,Puerta-Alcalde ^[2] ; Celia,Cardozo ^[3] ; Miquel A,Orellana ^[4] ; Gaston,Besanson ^[5] ; Jaime,Lagunas ^[6] ; Francesc,Marco ^[6] ; Ana,Del Rio ^[7] ; Jose A,Martínez ^[8] ; Mariana,Chumbita ^[4] ; Nicole,Garcia-Pouton ^[4] ; Josep,Mensa ^[9] ; Montserrat,Rovira ^[4] ; Jordi,Esteve ^[4] ; Alex,Soriano ^[4] ; ID-INNOVATION study group ^[9]

作者单位： Infectious Diseases Department, Hospital Clínic-IDIBAPS, Barcelona, Spain. cgarciav@clinic.cat. ^[1] University of Barcelona, Barcelona, Spain. cgarciav@clinic.cat. ^[2] Infectious Diseases Department, Hospital Clínic-IDIBAPS, Barcelona, Spain. pedro.puerta84@gmail.com. ^[3] Infectious Diseases Department, Hospital Clínic-IDIBAPS, Barcelona, Spain. ^[4] Digital Transformation Department, Hospital Clínic, Barcelona, Spain. ^[5] Accenture Advanced Analytics, SCOA Innovation Center, Accenture Digital, Barcelona, Spain. ^[6] Microbiology Department, Centre Diagnòstic Biomèdic, Hospital Clínic, Barcelona, Spain. ^[7] ISGlobal, Hospital Clínic, Universitat de Barcelona, Barcelona, Spain. ^[8] University of Barcelona, Barcelona, Spain. ^[9] Hematology Department, Hospital Clínic-IDIBAPS, Barcelona, Spain. ^[10]

关键词 Electronic health records Machine learning Multiresistance Neutropenia

DOI 10.1007/s40121-021-00438-2

PMID 33860912

发布时间 2021-05-15

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Infectious diseases and therapy

2021年10卷2期

971-983页

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Machine Learning to Assess the Risk of Multidrug-Resistant Gram-Negative Bacilli Infections in Febrile Neutropenic Hematological Patients.

Infectious diseases and therapy

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Infectious diseases and therapy

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Machine Learning to Assess the Risk of Multidrug-Resistant Gram-Negative Bacilli Infections in Febrile Neutropenic Hematological Patients.

Infectious diseases and therapy

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Infectious diseases and therapy

相关期刊

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