A Data Transformation Methodology to Create Findable, Accessible, Interoperable, and Reusable Health Data: Software Design, Development, and Evaluation Study
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
Published in Journal of medical Internet research (08.03.2023)
Published in Journal of medical Internet research (08.03.2023)
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Journal Article
Privacy-preserving federated machine learning on FAIR health data: A real-world application
Sinaci, A. Anil, Gencturk, Mert, Alvarez-Romero, Celia, Laleci Erturkmen, Gokce Banu, Martinez-Garcia, Alicia, Escalona-Cuaresma, María José, Parra-Calderon, Carlos Luis
Published in Computational and structural biotechnology journal (01.12.2024)
Published in Computational and structural biotechnology journal (01.12.2024)
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Journal Article
Applying the FAIR4Health Solution to Identify Multimorbidity Patterns and Their Association with Mortality through a Frequent Pattern Growth Association Algorithm
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
Published in International journal of environmental research and public health (11.02.2022)
Published in International journal of environmental research and public health (11.02.2022)
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Journal Article
A Nationwide Chronic Disease Management Solution via Clinical Decision Support Services: Software Development and Real-Life Implementation Report
Ulgu, Mustafa Mahir, Laleci Erturkmen, Gokce Banu, Yuksel, Mustafa, Namli, Tuncay, Postacı, Şenan, Gencturk, Mert, Kabak, Yildiray, Sinaci, A Anil, Gonul, Suat, Dogac, Asuman, Özkan Altunay, Zübeyde, Ekinci, Banu, Aydin, Sahin, Birinci, Suayip
Published in JMIR medical informatics (01.01.2024)
Published in JMIR medical informatics (01.01.2024)
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Journal Article
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, Beslać, Suzana, Zaric, Bojan, Gencturk, Mert, Sinaci, A Anil, Ollero Baturone, Manuel, Parra Calderón, Carlos Luis
Published in JMIR medical informatics (02.06.2022)
Published in JMIR medical informatics (02.06.2022)
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Journal Article
Postmarketing Safety Study Tool: A Web Based, Dynamic, and Interoperable System for Postmarketing Drug Surveillance Studies
Cicekli, Nihan Kesim, Cinar, H. Alper, Thakrar, Bharat, Invernizzi, Paolo, Yuksel, Mustafa, Gonul, Suat, Laleci Erturkmen, Gokce B., Sinaci, A. Anil, Pacaci, Anil
Published in BioMed research international (01.01.2015)
Published in BioMed research international (01.01.2015)
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Journal Article
Corrigendum to “A federated semantic metadata registry framework for enabling interoperability across clinical research and care domains” [J. Biomed. Inf. 46(5) (2013) 784–794]
Sinaci, A. Anil, Erturkmen, Gokce B. Laleci
Published in Journal of biomedical informatics (01.08.2020)
Published in Journal of biomedical informatics (01.08.2020)
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Journal Article
From Raw Data to FAIR Data: The FAIRification Workflow for Health Research
Sinaci, A. Anil, Núñez-Benjumea, Francisco J., Gencturk, Mert, Jauer, Malte-Levin, Deserno, Thomas, Chronaki, Catherine, Cangioli, Giorgio, Cavero-Barca, Carlos, Rodríguez-Pérez, Juan M., Pérez-Pérez, Manuel M., Laleci Erturkmen, Gokce B., Hernández-Pérez, Tony, Méndez-Rodríguez, Eva, Parra-Calderón, Carlos L.
Published in Methods of information in medicine (01.06.2020)
Published in Methods of information in medicine (01.06.2020)
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Journal Article
FAIR4Health: Findable, Accessible, Interoperable and Reusable data to foster Health Research
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
Published in Open research Europe (2022)
Published in Open research Europe (2022)
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Journal Article
FAIR4Health: Findable, Accessible, Interoperable and Reusable data to foster Health Research
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
Published in Open research Europe (01.05.2022)
Published in Open research Europe (01.05.2022)
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Journal Article
An Interoperability Platform Enabling Reuse of Electronic Health Records for Signal Verification Studies
De Roo, Jos, Depraetere, Kristof, Migliavacca, Andrea, Facchinetti, Sara, Invernizzi, Paolo, Sinaci, A. Anil, Laleci Erturkmen, Gokce B., Gonul, Suat, Yuksel, Mustafa, Bergvall, Tomas
Published in BioMed research international (01.01.2016)
Published in BioMed research international (01.01.2016)
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Journal Article