| Gradient boosting for Parkinson’s disease diagnosis from voice recordings I Karabayir, SM Goldman, S Pappu, O Akbilgic BMC Medical Informatics and Decision Making 20, 1-7, 2020 | 58 | 2020 |
| Fungi form interkingdom microbial communities in the primordial human gut that develop with gestational age KA Willis, JH Purvis, ED Myers, MM Aziz, I Karabayir, CK Gomes, ... The FASEB Journal 33 (11), 12825, 2019 | 52 | 2019 |
| ECG-AI: electrocardiographic artificial intelligence model for prediction of heart failure O Akbilgic, L Butler, I Karabayir, PP Chang, DW Kitzman, A Alonso, ... European Heart Journal-Digital Health 2 (4), 626-634, 2021 | 46 | 2021 |
| Machine learning to identify dialysis patients at high death risk O Akbilgic, Y Obi, PK Potukuchi, I Karabayir, DV Nguyen, M Soohoo, ... Kidney international reports 4 (9), 1219-1229, 2019 | 45 | 2019 |
| A novel learning algorithm to optimize deep neural networks: Evolved gradient direction optimizer (EVGO) I Karabayir, O Akbilgic, N Tas IEEE transactions on neural networks and learning systems 32 (2), 685-694, 2020 | 42 | 2020 |
| On some Hadamard type inequalities for MT-convex functions M Tunc, Y Subas, I Karabayir International Journal of Open Problems in Computer Science and Mathematics …, 2013 | 32 | 2013 |
| Application of machine learning to the prediction of postoperative sepsis after appendectomy C Bunn, S Kulshrestha, J Boyda, N Balasubramanian, S Birch, I Karabayir, ... Surgery 169 (3), 671-677, 2021 | 17 | 2021 |
| Artificial intelligence–assisted prediction of late-onset cardiomyopathy among childhood cancer survivors F Güntürkün, O Akbilgic, RL Davis, GT Armstrong, RM Howell, JL Jefferies, ... JCO clinical cancer informatics 5, 2021 | 13 | 2021 |
| Artificial intelligence applied to ECG improves heart failure prediction accuracy O Akbilgic, L Butler, I Karabayir, P Chang, D Kitzman, A Alonso, L Chen, ... Journal of the American College of Cardiology 77 (18_Supplement_1), 3045-3045, 2021 | 12 | 2021 |
| Deep learning for improved prediction of late-onset cardiomyopathy among childhood cancer survivors: A report from the St. Jude Lifetime Cohort (SJLIFE). F Gunturkun, RL Davis, GT Armstrong, JL Jefferies, KK Ness, DM Green, ... Journal of Clinical Oncology 38 (15_suppl), 10545-10545, 2020 | 9 | 2020 |
| Predicting Parkinson’s disease and its pathology via simple clinical variables I Karabayir, L Butler, SM Goldman, R Kamaleswaran, F Gunturkun, ... Journal of Parkinson's Disease 12 (1), 341-351, 2022 | 8 | 2022 |
| Artificial Intelligence–Assisted Prediction of Late-Onset Cardiomyopathy Among Childhood Cancer Survivors F Güntürkün, O Akbilgic, RL Davis, GT Armstrong, RM Howell, ... JCO Clinical Cancer Informatics 5, 459-468, 2021 | 8 | 2021 |
| Network analysis of postoperative surgical complications in a cohort of children reported to the national surgical quality improvement program: pediatric AN Alzubaidi, I Karabayir, O Akbilgic, MR Langham Jr Annals of Surgery 275 (6), 1194-1199, 2022 | 6 | 2022 |
| ECG-AIR: AN AI PLATFORM FOR REMOTE SMARTWATCH ECG-BASED CARDIOVASCULAR DISEASE DETECTION AND PREDICTION CA McCraw, I Karabayir, O Akbilgic Cardiovascular Digital Health Journal 3 (4), S7, 2022 | 5 | 2022 |
| Image and structured data analysis for prognostication of health outcomes in patients presenting to the ED during the COVID-19 pandemic L Butler, I Karabayir, MS Tootooni, M Afshar, A Goldberg, O Akbilgic International journal of medical informatics 158, 104662, 2022 | 5 | 2022 |
| On some inequalities for functions whose absolute values of the second derivatives are α-, m-,(α, m)-logarithmically convex İ Karabayir, M Tunç, E Yüksel Georgian Mathematical Journal 22 (2), 251-257, 2015 | 5 | 2015 |
| A generalizable electrocardiogram-based artificial intelligence model for 10-year heart failure risk prediction L Butler, I Karabayir, DW Kitzman, A Alonso, GH Tison, LY Chen, ... Cardiovascular Digital Health Journal 4 (6), 183-190, 2023 | 3 | 2023 |
| FEASIBILITY OF REMOTE MONITORING FOR FATAL CORONARY HEART DISEASE FROM SINGLE LEAD ECG L Butler, T Celik, I Karabayir, L Chinthala, MS Tootooni, DD McManus, ... Cardiovascular Digital Health Journal 4 (5), S1, 2023 | 3 | 2023 |
| PO-703-04 ECG-AI can predict risk for heart failure with both preserved and reduced ejection fraction I Karabayir, L Butler, D Kitzman, A Alonso, G Tison, LY Chen, G Clifford, ... Heart Rhythm 19 (5), S447, 2022 | 3 | 2022 |
| Externally validated deep learning model to identify prodromal Parkinson’s disease from electrocardiogram I Karabayir, F Gunturkun, L Butler, SM Goldman, R Kamaleswaran, ... Scientific Reports 13 (1), 12290, 2023 | 2 | 2023 |
oguz akbilgicWake Forest School of MedicineVerified email at wakehealth.edu
