Embracing Large Language Models for Medical Applications: Opportunities and Challenges M Karabacak, K Margetis Cureus 15 (5), 2023 | 88 | 2023 |
The Advent of Generative Language Models in Medical Education M Karabacak, BB Ozkara, K Margetis, M Wintermark, S Bisdas JMIR Medical Education 9, e48163, 2023 | 84 | 2023 |
Deep Learning for Detecting Brain Metastases on MRI: A Systematic Review and Meta-Analysis BB Ozkara, MM Chen, C Federau, M Karabacak, TM Briere, J Li, ... Cancers 15 (2), 334, 2023 | 14 | 2023 |
A Machine Learning-Based Online Prediction Tool for Predicting Short-Term Postoperative Outcomes Following Spinal Tumor Resections M Karabacak, K Margetis Cancers 15 (3), 812, 2023 | 13 | 2023 |
Radiomics-based machine learning models for prediction of medulloblastoma subgroups: a systematic review and meta-analysis of the diagnostic test performance M Karabacak, BB Ozkara, A Ozturk, B Kaya, Z Cirak, E Orak, Z Ozcan Acta Radiologica 64 (5), 1994-2003, 2022 | 12 | 2022 |
Radiomics-based machine learning models in STEMI: a promising tool for the prediction of major adverse cardiac events ES Durmaz, M Karabacak, BB Ozkara, OA Kargın, U Raimoglu, H Tokdil, ... European Radiology 33 (7), 4611-4620, 2023 | 11 | 2023 |
Prediction of Functional Outcome in Stroke Patients with Proximal Middle Cerebral Artery Occlusions Using Machine Learning Models BB Ozkara, M Karabacak, O Hamam, R Wang, A Kotha, N Khalili, ... Journal of Clinical Medicine 12 (3), 839, 2023 | 11 | 2023 |
Deep learning for prediction of isocitrate dehydrogenase mutation in gliomas: a critical approach, systematic review and meta-analysis of the diagnostic test performance using … M Karabacak, BB Ozkara, S Mordag, S Bisdas Quantitative Imaging in Medicine and Surgery 12 (8), 4033, 2022 | 11 | 2022 |
Student-run online journal club initiative during a time of crisis: survey study BB Ozkara, M Karabacak, DD Alpaydin JMIR Medical Education 8 (1), e33612, 2022 | 11 | 2022 |
Machine learning-based prediction of short-term adverse postoperative outcomes in cervical disc arthroplasty patients M Karabacak, K Margetis World Neurosurgery, 2023 | 9 | 2023 |
Prognosis Individualized: Survival predictions for WHO grade II and III gliomas with a machine learning-based web application M Karabacak, P Jagtiani, A Carrasquilla, IM Germano, K Margetis npj Digital Medicine 6 (1), 200, 2023 | 7 | 2023 |
Precision medicine for traumatic cervical spinal cord injuries: accessible and interpretable machine learning models to predict individualized in-hospital outcomes M Karabacak, K Margetis The Spine Journal 23 (12), 1750-1763, 2023 | 6 | 2023 |
Development of personalized machine learning-based prediction models for short-term postoperative outcomes in patients undergoing cervical laminoplasty M Karabacak, K Margetis European Spine Journal 32 (11), 3857-3867, 2023 | 4 | 2023 |
Development of machine learning models for predicting outcome in patients with distal medium vessel occlusions: a retrospective study BB Ozkara, M Karabacak, A Kotha, BC Cristiano, M Wintermark, ... Quantitative Imaging in Medicine and Surgery, 2023 | 4 | 2023 |
Advancing personalized prognosis in atypical and anaplastic meningiomas through interpretable machine learning models M Karabacak, P Jagtiani, A Carrasquilla, RK Shrivastava, K Margetis Journal of Neuro-Oncology 164 (3), 671-681, 2023 | 3 | 2023 |
Interpretable machine learning models to predict short-term postoperative outcomes following posterior cervical fusion M Karabacak, K Margetis PLOS ONE 18 (7), e0288939, 2023 | 3 | 2023 |
Final-year medical student mental wellness during preparation for the examination for specialty in Turkey: a cross-sectional survey study M Karabacak, M Hakkoymaz, B Ukus, E Ozturk, B Kaya, Z Ozcan, ... BMC Medical Education 23 (1), 79, 2023 | 3 | 2023 |
Factors affecting seizure outcomes after surgery for cavernoma related epilepsy F Ozlen, C Isler, MY Akgun, C Ozkar, M Karabacak, S Delil, B Yilmaz Oz, ... Turkish Neurosurgery 32 (3), 2022 | 3 | 2022 |
Utilizing imaging parameters for functional outcome prediction in acute ischemic stroke: A machine learning study BB Ozkara, M Karabacak, M Hoseinyazdi, SA Dagher, R Wang, ... Journal of Neuroimaging 34 (3), 356-365, 2024 | 2 | 2024 |
Prognosis at your fingertips: a machine learning-based web application for outcome prediction in acute traumatic epidural hematoma M Karabacak, K Margetis Journal of Neurotrauma 41 (1-2), 147-160, 2024 | 2 | 2024 |