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Celia Álvarez-Romero

Observed names: Alvarez-Romero Celia, Alvarez-Romero, Celia, Celia Alvarez Romero, Celia Alvarez-Romero, Celia Álvarez Romero, Romero, Celia Alvarez, Álvarez-Romero C.
ORCID: 0000-0001-8647-9515
Observed ORCID: 0000-0001-8647-9515
OpenAlex ID: A5021984164
Privacy-preserving federated machine learning on FAIR health data: A real-world application
2024 · A. Anil Sinaci, Mert Gencturk, et al. · Computational and Structural Biotechnology Journal · 47
A Data Transformation Methodology to Create Findable, Accessible, Interoperable, and Reusable Health Data: Software Design, Development, and Evaluation Study
2023 · A Anil Sinaci, Mert Gencturk, et al. · Journal of Medical Internet Research · 34
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FAIR principles to improve the impact on health research management outcomes
2023 · Alicia Martínez-García, Celia Alvarez-Romero, et al. · Heliyon · 25
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Health data hubs: an analysis of existing data governance features for research
2023 · Celia Alvarez-Romero, Alicia Martínez-García, et al. · Health Research Policy and Systems · 22
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FAIR4Health: Findable, Accessible, Interoperable and Reusable data to foster Health Research
2022 · Celia Alvarez-Romero, Alicia Martínez-García, et al. · Open Research Europe · 20
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
2022 · Celia Alvarez-Romero, Alicia Martinez-Garcia, et al. · JMIR Medical Informatics · 17
Mitigating patient harm risks: A proposal of requirements for AI in healthcare
2025 · Juan M. Garcia-Gomez, Vicent Blanes-Selva, et al. · Artificial Intelligence in Medicine · 16
A Personalized Ontology-Based Decision Support System for Complex Chronic Patients: Retrospective Observational Study
2022 · Esther Román-Villarán, Celia Alvarez-Romero, et al. · JMIR Formative Research · 10
An Ontology-Based Personalized Decision Support System for Use in the Complex Chronically Ill Patient
2019 · Román-Villarán E., Pérez-Leon F.P., et al. · Studies in health technology and informatics · 10
Applying the FAIR4Health Solution to Identify Multimorbidity Patterns and Their Association with Mortality through a Frequent Pattern Growth Association Algorithm
2022 · Jonás Carmona-Pírez, Beatriz Poblador-Plou, et al. · International Journal of Environmental Research and Public Health · 8
End User Evaluation of the FAIR4Health Data Curation Tool
2021 · Mert Gencturk, Alper Teoman, et al. · Studies in health technology and informatics · 6
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Desiderata for the Data Governance and FAIR Principles Adoption in Health Data Hubs
2023 · Celia Alvarez-Romero, Silvia Rodríguez-Mejias, et al. · Studies in health technology and informatics · 5
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Evaluation of a Clinical Decision Support System for the Prescription of Genetic Tests in the Gynecological Cancer Risk
2019 · Moreno-Conde Jesús, Alvarez-Romero Celia, et al. · Studies in health technology and informatics · 5
Desiderata for discoverability and FAIR adoption of health data hubs
2024 · Celia Alvarez-Romero, Máximo Bernabeu-Wittel, et al. · Journal of Biomedical Informatics · 2
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A prospective observational concordance study to evaluate computational model-driven clinical practice guidelines for Type 2 diabetes mellitus
2023 · Carlos Luis Parra-Calderón, Esther Román-Villarán, et al. · International Journal of Medical Informatics · 2
IDE 4 ICDS: A Human-Centric and Model-Driven Proposal to Improve the Digitization of Clinical Practice Guideline
2024 · Carlos Parra-Calderón, Julián Alberto García-García, et al. · ACM Transactions on Software Engineering and Methodology · 1
Analyzing Mobility Patterns of Complex Chronic Patients Using Wearable Activity Trackers: A Machine Learning Approach
2023 · Alejandro Polo-Molina, Eugenio F. Sánchez-Úbeda, et al. · 1
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A Formal Model for the FAIR4Health Information Architecture
2022 · Mona Perbix, Matthias Löbe, et al. · Studies in health technology and informatics · 1
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Approaches to the integration of TRUST and FAIR principles
2021 · Jaime Delgado, Celia Álvarez Romero, et al. · 1
The data curation tool 2.0 for federated health research: Transforming clinical data into FAIR assets
2026 · Silvia Rodríguez Mejías, Francisco Rey Garduño, et al.
Standardizing ICU Data Across Europe: Development of the INDICATE Minimal Data Dictionary
2026 · Boris Delange, Mirna El Ghosh, et al. · Studies in health technology and informatics
FEDERA Salud: Early Adoption of SIMPL for Federated Health Data Spaces in Spain
2026 · Paloma Bravo-del-Cid, Francisco Rey-Garduño, et al. · Studies in health technology and informatics
Design of a Privacy-Preserving ETL Dataflow for Federated ICU Data Reuse in INDICATE
2026 · Maria Parra Rodriguez-Armijo, Celia Alvarez-Romero, et al. · Studies in health technology and informatics
The Role of FAIR Digital Objects in Biomedical Research: A Scoping Review with a Real Case of the OHDO Tool
2025 · Silvia Rodríguez-Mejías, Paloma Bravo-Del Cid, et al. · Studies in health technology and informatics
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Towards the Common Data Model for an Intensive Medicine Data Space in Europe
2025 · Carlos Luis Parra-Calderón, Celia Alvarez-Romero, et al. · Studies in health technology and informatics
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Works count: 38
Citation count: 233
H-index: 9
I10-index: 9
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