| A data transformation methodology to create findable, accessible, interoperable, and reusable health data: software design, development, and evaluation study AA Sinaci, M Gencturk, HA Teoman, GB Laleci Erturkmen, ... Journal of medical Internet research 25, e42822, 2023 | 14 | 2023 |
| FAIR4Health: findable, accessible, interoperable and reusable data to foster health research C Alvarez-Romero, A Martínez-García, AA Sinaci, M Gencturk, E Méndez, ... Open Research Europe 2, 34, 2022 | 14 | 2022 |
| Applying the FAIR4Health solution to identify multimorbidity patterns and their association with mortality through a frequent pattern growth association algorithm J Carmona-Pírez, B Poblador-Plou, A Poncel-Falcó, J Rochat, ... International journal of environmental research and public health 19 (4), 2040, 2022 | 12 | 2022 |
| Privacy-preserving federated machine learning on FAIR health data: A real-world application AA Sinaci, M Gencturk, C Alvarez-Romero, GBL Erturkmen, ... Computational and Structural Biotechnology Journal 24, 136-145, 2024 | 11 | 2024 |
| An ontology-based personalized decision support system for use in the complex chronically ill patient E Román-Villarán, FP Pérez-Leon, GA Escobar-Rodriguez, ... MEDINFO 2019: Health and Wellbeing e-Networks for All, 758-762, 2019 | 10 | 2019 |
| Health data hubs: an analysis of existing data governance features for research C Alvarez-Romero, A Martínez-García, M Bernabeu-Wittel, ... Health research policy and systems 21 (1), 70, 2023 | 9 | 2023 |
| Predicting 30-day readmission risk for patients with chronic obstructive pulmonary disease through a federated machine learning architecture on findable, accessible … C Alvarez-Romero, A Martinez-Garcia, J Ternero Vega, P Díaz-Jimènez, ... JMIR Medical Informatics 10 (6), e35307, 2022 | 9 | 2022 |
| End user evaluation of the FAIR4Health data curation tool M Gencturk, A Teoman, C Alvarez-Romero, A Martinez-Garcia, ... Public Health and Informatics, 8-12, 2021 | 8 | 2021 |
| FAIR principles to improve the impact on health research management outcomes A Martínez-García, C Alvarez-Romero, E Román-Villarán, ... Heliyon 9 (5), 2023 | 5 | 2023 |
| Evaluation of a clinical decision support system for the prescription of genetic tests in the gynecological cancer risk J Moreno-Conde, C Alvarez-Romero, C Suárez-Mejías, ... MEDINFO 2019: Health and Wellbeing e-Networks for All, 704-708, 2019 | 5 | 2019 |
| A personalized ontology-based decision support system for complex chronic patients: retrospective observational study E Román-Villarán, C Alvarez-Romero, A Martínez-García, ... JMIR Formative Research 6 (8), e27990, 2022 | 4 | 2022 |
| Desiderata for the data governance and FAIR principles adoption in health data hubs C Alvarez-Romero, S Rodríguez-Mejias, CL Parra-Calderón Healthcare Transformation with Informatics and Artificial Intelligence, 164-167, 2023 | 3 | 2023 |
| FAIR4Health: Reutilizar y compartir datos de Salud Aplicando los Principios FAIR en un Modelo. Híbrido de Nube y Datos Distribuidos C Álvarez-Romero, A Martínez-García, E Román-Villarán, ... Inform Salud [Internet] 143 (2021), 16-20, 2021 | 3 | 2021 |
| A prospective observational concordance study to evaluate computational model-driven clinical practice guidelines for Type 2 diabetes mellitus CL Parra-Calderón, E Román-Villarán, C Alvarez-Romero, ... International Journal of Medical Informatics 178, 105208, 2023 | 2 | 2023 |
| Approaches to the integration of TRUST and FAIR principles J Delgado Mercè, C Álvarez Romero, A Martínez García, ... Short papers proceedings of the First SWForum Workshop on Trustworthy …, 2021 | 2 | 2021 |
| IDE4ICDS: A Human-Centric and Model-Driven Proposal to Improve the Digitization of Clinical Practice Guideline C Parra-Calderón, JA García-García, JM Ramos-Cueli, C Alvarez-Romero, ... ACM Transactions on Software Engineering and Methodology 33 (7), 1-38, 2024 | 1 | 2024 |
| Desiderata for discoverability and FAIR adoption of health data hubs C Alvarez-Romero, M Bernabeu-Wittel, CL Parra-Calderón, SR Mejías, ... Journal of Biomedical Informatics 157, 104700, 2024 | 1 | 2024 |
| Analyzing mobility patterns of complex chronic patients using wearable activity trackers: a machine learning approach A Polo-Molina, EF Sánchez-Úbeda, J Portela, R Palacios, ... Engineering Proceedings 39 (1), 92, 2023 | 1 | 2023 |
| Normalización de datos de salud para la investigación clínica, soporte y mejora de la atención integrada y práctica clínica C Álvarez Romero | | 2024 |
| Machine Learning–Based Prediction of Changes in the Clinical Condition of Patients With Complex Chronic Diseases: 2-Phase Pilot Prospective Single-Center Observational Study C Alvarez-Romero, A Polo-Molina, EF Sánchez-Úbeda, ... JMIR Formative Research 8 (1), e52344, 2024 | | 2024 |
