From raw data to FAIR data: the FAIRification workflow for health research AA Sinaci, FJ Núñez-Benjumea, M Gencturk, ML Jauer, T Deserno, ... Methods of information in medicine 59 (S 01), e21-e32, 2020 | 98 | 2020 |
A federated semantic metadata registry framework for enabling interoperability across clinical research and care domains AA Sinaci, GBL Erturkmen Journal of biomedical informatics 46 (5), 784-794, 2013 | 80 | 2013 |
A semantic backend for content management systems GB Laleci, G Aluc, A Dogac, A Sinaci, O Kilic, F Tuncer Knowledge-based systems 23 (8), 832-843, 2010 | 45 | 2010 |
A generic method and implementation to evaluate and improve data quality in distributed research networks D Juárez, EE Schmidt, S Stahl-Toyota, F Ückert, M Lablans Methods of information in medicine 58 (02/03), 086-093, 2019 | 27 | 2019 |
A semantic transformation methodology for the secondary use of observational healthcare data in postmarketing safety studies A Pacaci, S Gonul, AA Sinaci, M Yuksel, GB Laleci Erturkmen Frontiers in pharmacology 9, 435, 2018 | 25 | 2018 |
Bofrf: A novel boosting-based federated random forest algorithm on horizontally partitioned data M Gencturk, AA Sinaci, NK Cicekli IEEE Access 10, 89835-89851, 2022 | 22 | 2022 |
An interoperability platform enabling reuse of electronic health records for signal verification studies M Yuksel, S Gonul, GB Laleci Erturkmen, AA Sinaci, P Invernizzi, ... BioMed Research International 2016 (1), 6741418, 2016 | 16 | 2016 |
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, 2022 | 15 | 2022 |
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 | 12 | 2023 |
Standard-based EHR-enabled applications for clinical research and patient safety: CDISC–IHE QRPH–EHR4CR & SALUS collaboration C Daniel, A Sinaci, D Ouagne, E Sadou, G Declerck, D Kalra, J Charlet, ... AMIA Summits on Translational Science Proceedings 2014, 19, 2014 | 12 | 2014 |
A framework for evaluating and utilizing medical terminology mappings S Hussain, H Sun, A Sinaci, GBL Erturkmen, C Mead, AJG Gray, ... e-Health–For Continuity of Care, 594-598, 2014 | 12 | 2014 |
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 | 11 | 2022 |
Optimization of just-in-time adaptive interventions using reinforcement learning S Gonul, T Namli, M Baskaya, AA Sinaci, A Cosar, IH Toroslu Recent Trends and Future Technology in Applied Intelligence: 31st …, 2018 | 10 | 2018 |
Clinical research informatics: recent advances and future directions M Dugas Yearbook of Medical Informatics 24 (01), 174-177, 2015 | 10 | 2015 |
Testing the Conformance and Interoperability of NHIS to Turkey’s HL7 Profile T Namli, G Aluc, AA Sinaci, I Kose, N Akpinar, M Gurel, Y Arslan, H Ozer, ... 9th International HL7 Interoperability Conference [Internet]. Crete, Greece …, 2008 | 10 | 2008 |
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 | 8 | 2024 |
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 | 8 | 2022 |
Semantic content management with apache stanbol AA Sinaci, S Gonul The Semantic Web: ESWC 2012 Satellite Events: ESWC 2012 Satellite Events …, 2015 | 7 | 2015 |
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 | 6 | 2021 |
A Document Centric Approach for User Requirements in BIVEE. AA Sinaci, M Piersantelli, C Cristalli, F Gigante, G Laleci, RV Basar NGEBIS, 29-36, 2012 | 5 | 2012 |