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Development and Validation of a Machine Learning Model for the Prediction of Bloodstream Infections in Patients with Hematological Malignancies and Febrile Neutropenia.

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Title: Development and Validation of a Machine Learning Model for the Prediction of Bloodstream Infections in Patients with Hematological Malignancies and Febrile Neutropenia.
Authors: Gallardo-Pizarro A; Department of Infectious Diseases, Hospital Clinic of Barcelona-IDIBAPS, 08036 Barcelona, Spain.; Facultat de Medicina i Ciències de la Salut, Universitat de Barcelona (UB), c. Casanova, 143, 08036 Barcelona, Spain., Teijón-Lumbreras C; Department of Infectious Diseases, Hospital Clinic of Barcelona-IDIBAPS, 08036 Barcelona, Spain., Monzo-Gallo P; Department of Infectious Diseases, Hospital Clinic of Barcelona-IDIBAPS, 08036 Barcelona, Spain.; Facultat de Medicina i Ciències de la Salut, Universitat de Barcelona (UB), c. Casanova, 143, 08036 Barcelona, Spain., Aiello TF; Department of Infectious Diseases, Hospital Clinic of Barcelona-IDIBAPS, 08036 Barcelona, Spain.; Facultat de Medicina i Ciències de la Salut, Universitat de Barcelona (UB), c. Casanova, 143, 08036 Barcelona, Spain., Chumbita M; Department of Infectious Diseases, Hospital Clinic of Barcelona-IDIBAPS, 08036 Barcelona, Spain.; Facultat de Medicina i Ciències de la Salut, Universitat de Barcelona (UB), c. Casanova, 143, 08036 Barcelona, Spain., Peyrony O; Department of Infectious Diseases, Hospital Clinic of Barcelona-IDIBAPS, 08036 Barcelona, Spain.; Emergency Department, Hôpital Saint-Louis, Assistance Publique-Hôpitaux de Paris, 75010 Paris, France., Gras E; Department of Infectious Diseases, Hospital Clinic of Barcelona-IDIBAPS, 08036 Barcelona, Spain.; Institut Pierre Louis d'Épidémiologie et de Santé Publique, Institut National de la Santé et de la Recherche Médicale (INSERM), Sorbonne University, 75012 Paris, France., Pitart C; Department of Microbiology, Hospital Clinic of Barcelona-IDIBAPS, University of Barcelona, 08036 Barcelona, Spain., Mensa J; Department of Infectious Diseases, Hospital Clinic of Barcelona-IDIBAPS, 08036 Barcelona, Spain., Esteve J; Department of Hematology, Hospital Clinic of Barcelona-IDIBAPS, University of Barcelona, 08036 Barcelona, Spain., Soriano A; Department of Infectious Diseases, Hospital Clinic of Barcelona-IDIBAPS, 08036 Barcelona, Spain.; Facultat de Medicina i Ciències de la Salut, Universitat de Barcelona (UB), c. Casanova, 143, 08036 Barcelona, Spain.; CIBERINF, CIBER in Infectious Diseases, 28029 Madrid, Spain., Garcia-Vidal C; Department of Infectious Diseases, Hospital Clinic of Barcelona-IDIBAPS, 08036 Barcelona, Spain.; Facultat de Medicina i Ciències de la Salut, Universitat de Barcelona (UB), c. Casanova, 143, 08036 Barcelona, Spain.
Source: Antibiotics (Basel, Switzerland) [Antibiotics (Basel)] 2024 Dec 28; Vol. 14 (1). Date of Electronic Publication: 2024 Dec 28.
Publication Type: Journal Article
Journal Info: Publisher: MDPI AG Country of Publication: Switzerland NLM ID: 101637404 Publication Model: Electronic Cited Medium: Print ISSN: 2079-6382 (Print) Linking ISSN: 20796382 NLM ISO Abbreviation: Antibiotics (Basel) Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
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  Data: Development and Validation of a Machine Learning Model for the Prediction of Bloodstream Infections in Patients with Hematological Malignancies and Febrile Neutropenia.
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  Data: <searchLink fieldCode="AU" term="%22Gallardo-Pizarro+A%22">Gallardo-Pizarro A</searchLink>; Department of Infectious Diseases, Hospital Clinic of Barcelona-IDIBAPS, 08036 Barcelona, Spain.; Facultat de Medicina i Ciències de la Salut, Universitat de Barcelona (UB), c. Casanova, 143, 08036 Barcelona, Spain.<br /><searchLink fieldCode="AU" term="%22Teijón-Lumbreras+C%22">Teijón-Lumbreras C</searchLink>; Department of Infectious Diseases, Hospital Clinic of Barcelona-IDIBAPS, 08036 Barcelona, Spain.<br /><searchLink fieldCode="AU" term="%22Monzo-Gallo+P%22">Monzo-Gallo P</searchLink>; Department of Infectious Diseases, Hospital Clinic of Barcelona-IDIBAPS, 08036 Barcelona, Spain.; Facultat de Medicina i Ciències de la Salut, Universitat de Barcelona (UB), c. Casanova, 143, 08036 Barcelona, Spain.<br /><searchLink fieldCode="AU" term="%22Aiello+TF%22">Aiello TF</searchLink>; Department of Infectious Diseases, Hospital Clinic of Barcelona-IDIBAPS, 08036 Barcelona, Spain.; Facultat de Medicina i Ciències de la Salut, Universitat de Barcelona (UB), c. Casanova, 143, 08036 Barcelona, Spain.<br /><searchLink fieldCode="AU" term="%22Chumbita+M%22">Chumbita M</searchLink>; Department of Infectious Diseases, Hospital Clinic of Barcelona-IDIBAPS, 08036 Barcelona, Spain.; Facultat de Medicina i Ciències de la Salut, Universitat de Barcelona (UB), c. Casanova, 143, 08036 Barcelona, Spain.<br /><searchLink fieldCode="AU" term="%22Peyrony+O%22">Peyrony O</searchLink>; Department of Infectious Diseases, Hospital Clinic of Barcelona-IDIBAPS, 08036 Barcelona, Spain.; Emergency Department, Hôpital Saint-Louis, Assistance Publique-Hôpitaux de Paris, 75010 Paris, France.<br /><searchLink fieldCode="AU" term="%22Gras+E%22">Gras E</searchLink>; Department of Infectious Diseases, Hospital Clinic of Barcelona-IDIBAPS, 08036 Barcelona, Spain.; Institut Pierre Louis d'Épidémiologie et de Santé Publique, Institut National de la Santé et de la Recherche Médicale (INSERM), Sorbonne University, 75012 Paris, France.<br /><searchLink fieldCode="AU" term="%22Pitart+C%22">Pitart C</searchLink>; Department of Microbiology, Hospital Clinic of Barcelona-IDIBAPS, University of Barcelona, 08036 Barcelona, Spain.<br /><searchLink fieldCode="AU" term="%22Mensa+J%22">Mensa J</searchLink>; Department of Infectious Diseases, Hospital Clinic of Barcelona-IDIBAPS, 08036 Barcelona, Spain.<br /><searchLink fieldCode="AU" term="%22Esteve+J%22">Esteve J</searchLink>; Department of Hematology, Hospital Clinic of Barcelona-IDIBAPS, University of Barcelona, 08036 Barcelona, Spain.<br /><searchLink fieldCode="AU" term="%22Soriano+A%22">Soriano A</searchLink>; Department of Infectious Diseases, Hospital Clinic of Barcelona-IDIBAPS, 08036 Barcelona, Spain.; Facultat de Medicina i Ciències de la Salut, Universitat de Barcelona (UB), c. Casanova, 143, 08036 Barcelona, Spain.; CIBERINF, CIBER in Infectious Diseases, 28029 Madrid, Spain.<br /><searchLink fieldCode="AU" term="%22Garcia-Vidal+C%22">Garcia-Vidal C</searchLink>; Department of Infectious Diseases, Hospital Clinic of Barcelona-IDIBAPS, 08036 Barcelona, Spain.; Facultat de Medicina i Ciències de la Salut, Universitat de Barcelona (UB), c. Casanova, 143, 08036 Barcelona, Spain.
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  Data: <searchLink fieldCode="JN" term="%22101637404%22">Antibiotics (Basel, Switzerland)</searchLink> [Antibiotics (Basel)] 2024 Dec 28; Vol. 14 (1). <i>Date of Electronic Publication: </i>2024 Dec 28.
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              Text: 2024 Dec 28
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