Zobrazeno 1 - 10
of 34
pro vyhledávání: '"Celia Alvarez-Romero"'
Autor:
A. Anil Sinaci, Mert Gencturk, Celia Alvarez-Romero, Gokce Banu Laleci Erturkmen, Alicia Martinez-Garcia, María José Escalona-Cuaresma, Carlos Luis Parra-Calderon
Publikováno v:
Computational and Structural Biotechnology Journal, Vol 24, Iss , Pp 136-145 (2024)
Objective: This paper introduces a privacy-preserving federated machine learning (ML) architecture built upon Findable, Accessible, Interoperable, and Reusable (FAIR) health data. It aims to devise an architecture for executing classification algorit
Externí odkaz:
https://doaj.org/article/c4b3e00abe854c439527de20564ff355
Autor:
Celia Alvarez-Romero, Alejandro Polo-Molina, Eugenio Francisco Sánchez-Úbeda, Carlos Jimenez-De-Juan, Maria Pastora Cuadri-Benitez, Jose Antonio Rivas-Gonzalez, Jose Portela, Rafael Palacios, Carlos Rodriguez-Morcillo, Antonio Muñoz, Carlos Luis Parra-Calderon, Maria Dolores Nieto-Martin, Manuel Ollero-Baturone, Carlos Hernández-Quiles
Publikováno v:
JMIR Formative Research, Vol 8, p e52344 (2024)
BackgroundFunctional impairment is one of the most decisive prognostic factors in patients with complex chronic diseases. A more significant functional impairment indicates that the disease is progressing, which requires implementing diagnostic and t
Externí odkaz:
https://doaj.org/article/ea74b7bae8b845aa9e790ea7fc612040
Autor:
Celia Alvarez-Romero, Alicia Martínez-García, Máximo Bernabeu-Wittel, Carlos Luis Parra-Calderón
Publikováno v:
Health Research Policy and Systems, Vol 21, Iss 1, Pp 1-13 (2023)
Abstract Background Digital transformation in healthcare and the growth of health data generation and collection are important challenges for the secondary use of healthcare records in the health research field. Likewise, due to the ethical and legal
Externí odkaz:
https://doaj.org/article/a704a633dc88451db1efb558ee7bc0d9
Autor:
Alicia Martínez-García, Celia Alvarez-Romero, Esther Román-Villarán, Máximo Bernabeu-Wittel, Carlos Luis Parra-Calderón
Publikováno v:
Heliyon, Vol 9, Iss 5, Pp e15733- (2023)
Background: The FAIR principles, under the open science paradigm, aim to improve the Findability, Accessibility, Interoperability and Reusability of digital data. In this sense, the FAIR4Health project aimed to apply the FAIR principles in the health
Externí odkaz:
https://doaj.org/article/c4a5cd6d6193462a97be3cbdc12f3b19
Autor:
A Anil Sinaci, Mert Gencturk, Huseyin Alper Teoman, Gokce Banu Laleci Erturkmen, Celia Alvarez-Romero, Alicia Martinez-Garcia, Beatriz Poblador-Plou, Jonás Carmona-Pírez, Matthias Löbe, Carlos Luis Parra-Calderon
Publikováno v:
Journal of Medical Internet Research, Vol 25, p e42822 (2023)
BackgroundSharing health data is challenging because of several technical, ethical, and regulatory issues. The Findable, Accessible, Interoperable, and Reusable (FAIR) guiding principles have been conceptualized to enable data interoperability. Many
Externí odkaz:
https://doaj.org/article/70cc2852eaf6425eb80c52a6d8445641
Autor:
Esther Román-Villarán, Celia Alvarez-Romero, Alicia Martínez-García, German Antonio Escobar-Rodríguez, María José García-Lozano, Bosco Barón-Franco, Lourdes Moreno-Gaviño, Jesús Moreno-Conde, José Antonio Rivas-González, Carlos Luis Parra-Calderón
Publikováno v:
JMIR Formative Research, Vol 7, p e46102 (2023)
Externí odkaz:
https://doaj.org/article/c87aea78a5894220b049c10f00adf385
Autor:
Alejandro Polo-Molina, Eugenio F. Sánchez-Úbeda, José Portela, Rafael Palacios, Carlos Rodríguez-Morcillo, Antonio Muñoz, Celia Alvarez-Romero, Carlos Hernández-Quiles
Publikováno v:
Engineering Proceedings, Vol 39, Iss 1, p 92 (2023)
This study suggests using wearable activity trackers to identify mobility patterns in chronic complex patients (CCPs) and investigate their relation with the Barthel index (BI) to assess functional decline. CCPs are individuals who suffer from multip
Externí odkaz:
https://doaj.org/article/611352947c634d199203cd8681c60e3c
Autor:
Esther Román-Villarán, Celia Alvarez-Romero, Alicia Martínez-García, German Antonio Escobar-Rodríguez, María José García-Lozano, Bosco Barón-Franco, Lourdes Moreno-Gaviño, Jesús Moreno-Conde, José Antonio Rivas-González, Carlos Luis Parra-Calderón
Publikováno v:
JMIR Formative Research, Vol 6, Iss 8, p e27990 (2022)
BackgroundDue to an increase in life expectancy, the prevalence of chronic diseases is also on the rise. Clinical practice guidelines (CPGs) provide recommendations for suitable interventions regarding different chronic diseases, but a deficiency in
Externí odkaz:
https://doaj.org/article/90d88a4118a74422b3ead1f29c43799c
Autor:
Celia Alvarez-Romero, Alicia Martinez-Garcia, Jara Ternero Vega, Pablo Díaz-Jimènez, Carlos Jimènez-Juan, María Dolores Nieto-Martín, Esther Román Villarán, Tomi Kovacevic, Darijo Bokan, Sanja Hromis, Jelena Djekic Malbasa, Suzana Beslać, Bojan Zaric, Mert Gencturk, A Anil Sinaci, Manuel Ollero Baturone, Carlos Luis Parra Calderón
Publikováno v:
JMIR Medical Informatics, Vol 10, Iss 6, p e35307 (2022)
BackgroundOwing to the nature of health data, their sharing and reuse for research are limited by legal, technical, and ethical implications. In this sense, to address that challenge and facilitate and promote the discovery of scientific knowledge, t
Externí odkaz:
https://doaj.org/article/ea5252959eb94fe3ae33423173897ca0
Autor:
Christian Lovis, Christophe Gaudet-Blavignac, Miriam Quintero, Patrick Weber, Kevin Ashley, Manuel M. Perez-Perez, Carlos Luis Parra Calderón, Laurence Horton, Celia Alvarez-Romero, A. Anil Sinaci, Alicia Martínez-García, Eva Méndez, Mert Gencturk, Rosa Liperoti, Tony Hernández-Pérez, Matthias Löbe, Carmen Angioletti, Thomas M. Deserno, Nagarajan Ganapathy, Elisio Costa, Marta Almada, Giorgio Cangioli, Catherine Chronaki, Beatriz Poblador-Plou, Ronald Cornet, Antonio Gimeno-Miguel, Jonás Carmona-Pírez, Alexandra Prados-Torres, Antonio Poncel-Falcó, Bojan Zaric, Tomi Kovacevic, Sanja Hromis, Darijo Bokan, Carlos Rapallo Fernández, Jelena Djekic Malbasa, Jessica Rochat, Teresa Velázquez Fernández
Publikováno v:
Open Research Europe, Vol 2 (2022)
Due to the nature of health data, its sharing and reuse for research are limited by ethical, legal and technical barriers. The FAIR4Health project facilitated and promoted the application of FAIR principles in health research data, derived from the p
Externí odkaz:
https://doaj.org/article/53d26a4f3cd9466a89cb706eacf63574