Search Results - "Celia Alvarez-Romero"

A Data Transformation Methodology to Create Findable, Accessible, Interoperable, and Reusable Health Data: Software Design, Development, and Evaluation Study by Sinaci, A Anil, Gencturk, Mert, Teoman, Huseyin Alper, Laleci Erturkmen, Gokce Banu, Alvarez-Romero, Celia, Martinez-Garcia, Alicia, Poblador-Plou, Beatriz, Carmona-Pírez, Jonás, Löbe, Matthias, Parra-Calderon, Carlos Luis

“…Sharing health data is challenging because of several technical, ethical, and regulatory issues. The Findable, Accessible, Interoperable, and Reusable (FAIR)…”
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Health data hubs: an analysis of existing data governance features for research by Alvarez-Romero, Celia, Martínez-García, Alicia, Bernabeu-Wittel, Máximo, Parra-Calderón, Carlos Luis

“…Digital transformation in healthcare and the growth of health data generation and collection are important challenges for the secondary use of healthcare…”
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Privacy-preserving federated machine learning on FAIR health data: A real-world application by Sinaci, A. Anil, Gencturk, Mert, Alvarez-Romero, Celia, Laleci Erturkmen, Gokce Banu, Martinez-Garcia, Alicia, Escalona-Cuaresma, María José, Parra-Calderon, Carlos Luis

“…This paper introduces a privacy-preserving federated machine learning (ML) architecture built upon Findable, Accessible, Interoperable, and Reusable (FAIR)…”
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FAIR principles to improve the impact on health research management outcomes by Martínez-García, Alicia, Alvarez-Romero, Celia, Román-Villarán, Esther, Bernabeu-Wittel, Máximo, Luis Parra-Calderón, Carlos

“…The FAIR principles, under the open science paradigm, aim to improve the Findability, Accessibility, Interoperability and Reusability of digital data. In this…”
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Analyzing Mobility Patterns of Complex Chronic Patients Using Wearable Activity Trackers: A Machine Learning Approach by Alejandro Polo-Molina, Eugenio F. Sánchez-Úbeda, José Portela, Rafael Palacios, Carlos Rodríguez-Morcillo, Antonio Muñoz, Celia Alvarez-Romero, Carlos Hernández-Quiles

“…This study suggests using wearable activity trackers to identify mobility patterns in chronic complex patients (CCPs) and investigate their relation with the…”
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Machine Learning-Based Prediction of Changes in the Clinical Condition of Patients With Complex Chronic Diseases: 2-Phase Pilot Prospective Single-Center Observational Study by Alvarez-Romero, Celia, Polo-Molina, Alejandro, Sánchez-Úbeda, Eugenio Francisco, Jimenez-De-Juan, Carlos, Cuadri-Benitez, Maria Pastora, Rivas-Gonzalez, Jose Antonio, Portela, Jose, Palacios, Rafael, Rodriguez-Morcillo, Carlos, Muñoz, Antonio, Parra-Calderon, Carlos Luis, Nieto-Martin, Maria Dolores, Ollero-Baturone, Manuel, Hernández-Quiles, Carlos

“…Functional impairment is one of the most decisive prognostic factors in patients with complex chronic diseases. A more significant functional impairment…”
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Correction: A Personalized Ontology-Based Decision Support System for Complex Chronic Patients: Retrospective Observational Study by Román-Villarán, Esther, Alvarez-Romero, Celia, Martínez-García, Alicia, Escobar-Rodríguez, German Antonio, García-Lozano, María José, Barón-Franco, Bosco, Moreno-Gaviño, Lourdes, Moreno-Conde, Jesús, Rivas-González, José Antonio, Parra-Calderón, Carlos Luis

“…[This corrects the article DOI: 10.2196/27990.]…”
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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 by 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, Beslać, Suzana, Zaric, Bojan, Gencturk, Mert, Sinaci, A Anil, Ollero Baturone, Manuel, Parra Calderón, Carlos Luis

“…Owing 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…”
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A Personalized Ontology-Based Decision Support System for Complex Chronic Patients: Retrospective Observational Study by Román-Villarán, Esther, Alvarez-Romero, Celia, Martínez-García, Alicia, Escobar-Rodríguez, German Antonio, García-Lozano, María José, Barón-Franco, Bosco, Moreno-Gaviño, Lourdes, Moreno-Conde, Jesús, Rivas-González, José Antonio, Parra-Calderón, Carlos Luis

“…Due to an increase in life expectancy, the prevalence of chronic diseases is also on the rise. Clinical practice guidelines (CPGs) provide recommendations for…”
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Desiderata for discoverability and FAIR adoption of health data hubs by Alvarez-Romero, Celia, Bernabeu-Wittel, Máximo, Luis Parra-Calderón, Carlos, Rodríguez Mejías, Silvia, Martínez-García, Alicia

“…[Display omitted] The future European Health Research and Innovation Cloud (HRIC), as fundamental part of the European Health Data Space (EHDS), will promote…”
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A prospective observational concordance study to evaluate computational model-driven clinical practice guidelines for Type 2 diabetes mellitus by Parra-Calderón, Carlos Luis, Román-Villarán, Esther, Alvarez-Romero, Celia, Escobar-Rodríguez, Germán Antonio, Martínez-Brocca, Maria Asunción, Martínez-García, Alicia, García-García, Julián Alberto, Escalona-Cuaresma, María José

“…Background: Clinical Practice Guidelines (CPGs) provide healthcare professionals with performance and decision-making support during the treatment of patients…”
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Applying the FAIR4Health Solution to Identify Multimorbidity Patterns and Their Association with Mortality through a Frequent Pattern Growth Association Algorithm by Carmona-Pírez, Jonás, Poblador-Plou, Beatriz, Poncel-Falcó, Antonio, Rochat, Jessica, Alvarez-Romero, Celia, Martínez-García, Alicia, Angioletti, Carmen, Almada, Marta, Gencturk, Mert, Sinaci, A Anil, Ternero-Vega, Jara Eloisa, Gaudet-Blavignac, Christophe, Lovis, Christian, Liperoti, Rosa, Costa, Elisio, Parra-Calderón, Carlos Luis, Moreno-Juste, Aida, Gimeno-Miguel, Antonio, Prados-Torres, Alexandra

“…The current availability of electronic health records represents an excellent research opportunity on multimorbidity, one of the most relevant public health…”
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A Personalized Ontology-Based Decision Support System for Complex Chronic Patients: Retrospective Observational Study by Román-Villarán, Esther, Alvarez-Romero, Celia, Martínez-García, Alicia, Escobar-Rodríguez, German Antonio, García-Lozano, María José, Barón-Franco, Bosco, Moreno-Gaviño, Lourdes, Moreno-Conde, Jesús, Rivas-González, José Antonio, Parra-Calderón, Carlos Luis

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FAIR4Health: Findable, Accessible, Interoperable and Reusable data to foster Health Research by Alvarez-Romero, Celia, Martínez-García, Alicia, Sinaci, A. Anil, Gencturk, Mert, Méndez, Eva, Hernández-Pérez, Tony, Liperoti, Rosa, Angioletti, Carmen, Löbe, Matthias, Ganapathy, Nagarajan, Deserno, Thomas M., Almada, Marta, Costa, Elisio, Chronaki, Catherine, Cangioli, Giorgio, Cornet, Ronald, Poblador-Plou, Beatriz, Carmona-Pírez, Jonás, Gimeno-Miguel, Antonio, Poncel-Falcó, Antonio, Prados-Torres, Alexandra, Kovacevic, Tomi, Zaric, Bojan, Bokan, Darijo, Hromis, Sanja, Djekic Malbasa, Jelena, Rapallo Fernández, Carlos, Velázquez Fernández, Teresa, Rochat, Jessica, Gaudet-Blavignac, Christophe, Lovis, Christian, Weber, Patrick, Quintero, Miriam, Perez-Perez, Manuel M., Ashley, Kevin, Horton, Laurence, Parra Calderón, Carlos Luis

“…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…”
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Evaluation of a Clinical Decision Support System for the Prescription of Genetic Tests in the Gynecological Cancer Risk by Moreno-Conde, Jesús, Alvarez-Romero, Celia, Suárez-Mejías, Cristina, Martínez-Maestre, María Ángeles, Silvan-Alfaro, José Manuel, Parra-Calderón, Carlos Luis

“…Clinical Decision Support System (CDSS) has been implemented to support physicians about the medical prescription of genetic testing. CDSS is based on open…”
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FAIR4Health: Findable, Accessible, Interoperable and Reusable data to foster Health Research by Alvarez-Romero, Celia, Martínez-García, Alicia, Sinaci, A. Anil, Gencturk, Mert, Méndez, Eva, Hernández-Pérez, Tony, Liperoti, Rosa, Angioletti, Carmen, Löbe, Matthias, Ganapathy, Nagarajan, Deserno, Thomas M., Almada, Marta, Costa, Elisio, Chronaki, Catherine, Cangioli, Giorgio, Cornet, Ronald, Poblador-Plou, Beatriz, Carmona-Pírez, Jonás, Gimeno-Miguel, Antonio, Poncel-Falcó, Antonio, Prados-Torres, Alexandra, Kovacevic, Tomi, Zaric, Bojan, Bokan, Darijo, Hromis, Sanja, Djekic Malbasa, Jelena, Rapallo Fernández, Carlos, Velázquez Fernández, Teresa, Rochat, Jessica, Gaudet-Blavignac, Christophe, Lovis, Christian, Weber, Patrick, Quintero, Miriam, Perez-Perez, Manuel M., Ashley, Kevin, Horton, Laurence, Parra Calderón, Carlos Luis

“…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…”
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Desiderata for the Data Governance and FAIR Principles Adoption in Health Data Hubs by Alvarez-Romero, Celia, Rodríguez-Mejias, Silvia, Parra-Calderón, Carlos Luis

“…The objective of this study, as part of the European HealthyCloud project, has been to analyse the data management mechanisms of representative data hubs in…”
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Key Research Areas for Building and Deploying a Common Data Model for an Intensive Medicine Data Space in Europe and Beyond by Parra-Calderón, Carlos Luis, Rodríguez Mejías, Silvia, Colpaert, Kirsten, Balzer, Felix, Delange, Boris, Cuggia, Marc, Delamarre, Denis, Daniel, Christel, Moinat, Maxim, van den Brand, Jan, van Genderen, Michel E, Fleureng, Lucas, Jungh, Christian, Álvarez-Romero, Celia

“…Key Research Areas (KRAs) were identified to establish a semantic interoperability framework for intensive medicine data in Europe. These include assessing…”
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