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Predicting 30-Day Readmission Risk for Patients With Chronic Obstructive Pulmonary Disease Through a Federated Machine Learning Architecture on Findable, Accessible, Interoperable, and Reusable (FAIR) Data: Development and Validation Study.
Alvarez-Romero, Celia; Martinez-Garcia, Alicia; Ternero Vega, Jara; Díaz-Jimènez, Pablo; Jimènez-Juan, Carlos; Nieto-Martín, María Dolores; Román Villarán, Esther; Kovacevic, Tomi; Bokan, Darijo; Hromis, Sanja; Djekic Malbasa, Jelena; Beslac, Suzana; Zaric, Bojan; Gencturk, Mert; Sinaci, A Anil; Ollero Baturone, Manuel; Parra Calderón, Carlos Luis.
Afiliação
  • Alvarez-Romero C; Computational Health Informatics Group, Institute of Biomedicine of Seville, Virgen del Rocío University Hospital, Consejo Superior de Investigaciones Científicas, University of Seville, Seville, Spain.
  • Martinez-Garcia A; Computational Health Informatics Group, Institute of Biomedicine of Seville, Virgen del Rocío University Hospital, Consejo Superior de Investigaciones Científicas, University of Seville, Seville, Spain.
  • Ternero Vega J; Internal Medicine Department, Virgen del Rocío University Hospital, Seville, Spain.
  • Díaz-Jimènez P; Internal Medicine Department, Virgen del Rocío University Hospital, Seville, Spain.
  • Jimènez-Juan C; Internal Medicine Department, Virgen del Rocío University Hospital, Seville, Spain.
  • Nieto-Martín MD; Internal Medicine Department, Virgen del Rocío University Hospital, Seville, Spain.
  • Román Villarán E; Computational Health Informatics Group, Institute of Biomedicine of Seville, Virgen del Rocío University Hospital, Consejo Superior de Investigaciones Científicas, University of Seville, Seville, Spain.
  • Kovacevic T; Institute for Pulmonary Diseases of Vojvodina, Sremska Kamenica, .
  • Bokan D; Medical Faculty, University of Novi Sad, Novi Sad, .
  • Hromis S; Institute for Pulmonary Diseases of Vojvodina, Sremska Kamenica, .
  • Djekic Malbasa J; Institute for Pulmonary Diseases of Vojvodina, Sremska Kamenica, .
  • Beslac S; Medical Faculty, University of Novi Sad, Novi Sad, .
  • Zaric B; Institute for Pulmonary Diseases of Vojvodina, Sremska Kamenica, .
  • Gencturk M; Medical Faculty, University of Novi Sad, Novi Sad, .
  • Sinaci AA; Institute for Pulmonary Diseases of Vojvodina, Sremska Kamenica, .
  • Ollero Baturone M; Institute for Pulmonary Diseases of Vojvodina, Sremska Kamenica, .
  • Parra Calderón CL; Medical Faculty, University of Novi Sad, Novi Sad, .
JMIR Med Inform ; 10(6): e35307, 2022 Jun 02.
Article em En | MEDLINE | ID: mdl-35653170
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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Tipo de estudo: Clinical_trials / Etiology_studies / Observational_studies / Prognostic_studies / Risk_factors_studies Aspecto: Ethics Idioma: En Revista: JMIR Med Inform Ano de publicação: 2022 Tipo de documento: Article
Texto completo
Imprimir
XML
PubMed Links
Buscar no Google

Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Tipo de estudo: Clinical_trials / Etiology_studies / Observational_studies / Prognostic_studies / Risk_factors_studies Aspecto: Ethics Idioma: En Revista: JMIR Med Inform Ano de publicação: 2022 Tipo de documento: Article