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Privacy-preserving federated machine learning on FAIR health data: A real-world application.
Sinaci AA, Gencturk M, Alvarez-Romero C, Laleci Erturkmen GB, Martinez-Garcia A, Escalona-Cuaresma MJ, Parra-Calderon CL. Sinaci AA, et al. Among authors: gencturk m. Comput Struct Biotechnol J. 2024 Feb 17;24:136-145. doi: 10.1016/j.csbj.2024.02.014. eCollection 2024 Dec. Comput Struct Biotechnol J. 2024. PMID: 38434250 Free PMC article.
A Nationwide Chronic Disease Management Solution via Clinical Decision Support Services: Software Development and Real-Life Implementation Report.
Ulgu MM, Laleci Erturkmen GB, Yuksel M, Namli T, Postacı Ş, Gencturk M, Kabak Y, Sinaci AA, Gonul S, Dogac A, Özkan Altunay Z, Ekinci B, Aydin S, Birinci S. Ulgu MM, et al. Among authors: gencturk m. JMIR Med Inform. 2024 Jan 19;12:e49986. doi: 10.2196/49986. JMIR Med Inform. 2024. PMID: 38241077 Free PMC article.
A Data Transformation Methodology to Create Findable, Accessible, Interoperable, and Reusable Health Data: Software Design, Development, and Evaluation Study.
Sinaci AA, Gencturk M, Teoman HA, Laleci Erturkmen GB, Alvarez-Romero C, Martinez-Garcia A, Poblador-Plou B, Carmona-Pírez J, Löbe M, Parra-Calderon CL. Sinaci AA, et al. Among authors: gencturk m. J Med Internet Res. 2023 Mar 8;25:e42822. doi: 10.2196/42822. J Med Internet Res. 2023. PMID: 36884270 Free PMC article.
CAREPATH: Developing Digital Integrated Care Solutions for Multimorbid Patients with Dementia.
Pournik O, Ahmad B, Lim Choi Keung SN, Khan O, Despotou G, Consoli A, Ayadi J, Gilardi L, Laleci Erturkmen GB, Yuksel M, Gencturk M, Gappa H, Breidenbach M, Mohamad Y, Velasco CA, Cramaiuc O, Ciobanu C, Gómez Jiménez E, Avendaño Céspedes A, Alcantud Córcoles R, Cortés Zamora EB, Abizanda P, Steinhoff A, Schmidt-Barzynski W, Robbins T, Kyrou I, Randeva H, Ferrazzini L, Arvanitis TN. Pournik O, et al. Among authors: gencturk m. Stud Health Technol Inform. 2022 Jun 29;295:487-490. doi: 10.3233/SHTI220771. Stud Health Technol Inform. 2022. PMID: 35773917
A Formal Model for the FAIR4Health Information Architecture.
Perbix M, Löbe M, Stäubert S, Sinaci AA, Gencturk M, Quintero M, Martinez-Garcia A, Alvarez-Romero C, Parra-Calderon CL, Winter A. Perbix M, et al. Among authors: gencturk m. Stud Health Technol Inform. 2022 Jun 29;295:446-449. doi: 10.3233/SHTI220761. Stud Health Technol Inform. 2022. PMID: 35773907
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 C, Martinez-Garcia A, Ternero Vega J, Díaz-Jimènez P, Jimènez-Juan C, Nieto-Martín MD, Román Villarán E, Kovacevic T, Bokan D, Hromis S, Djekic Malbasa J, Beslać S, Zaric B, Gencturk M, Sinaci AA, Ollero Baturone M, Parra Calderón CL. Alvarez-Romero C, et al. Among authors: gencturk m. JMIR Med Inform. 2022 Jun 2;10(6):e35307. doi: 10.2196/35307. JMIR Med Inform. 2022. PMID: 35653170 Free PMC article.
FAIR4Health: Findable, Accessible, Interoperable and Reusable data to foster Health Research.
Alvarez-Romero C, Martínez-García A, Sinaci AA, Gencturk M, Méndez E, Hernández-Pérez T, Liperoti R, Angioletti C, Löbe M, Ganapathy N, Deserno TM, Almada M, Costa E, Chronaki C, Cangioli G, Cornet R, Poblador-Plou B, Carmona-Pírez J, Gimeno-Miguel A, Poncel-Falcó A, Prados-Torres A, Kovacevic T, Zaric B, Bokan D, Hromis S, Djekic Malbasa J, Rapallo Fernández C, Velázquez Fernández T, Rochat J, Gaudet-Blavignac C, Lovis C, Weber P, Quintero M, Perez-Perez MM, Ashley K, Horton L, Parra Calderón CL. Alvarez-Romero C, et al. Among authors: gencturk m. Open Res Eur. 2022 May 31;2:34. doi: 10.12688/openreseurope.14349.2. eCollection 2022. Open Res Eur. 2022. PMID: 37645268 Free PMC article.
16 results