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. |
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| 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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| ISSN: | 2079-6382 |
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| DOI: | 10.3390/antibiotics14010013 |
