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Journal Papers

49. R.E. Buyuktoka, Z.H. Adbelli, M. Surucu, O. Ozdemir, Y. Isler, A.M. Koc, A.D. Buyuktoka, D. Cavdar, O. Aslan, S. Deger, A. Oktay, MRI-Based AI Model Predicts Neoadjuvant Therapy Response in Triple-Negative Breast Cancer, European Radiology, 2025. SUBMITTED
48. M. Degirmenci, M. Surucu, M. Perc, and Y. Isler, Convolutional neural networks can diagnose schizophrenia, Journal of Computational Science, 2025. UNDER REVIEW
47. E. Cancioglu, Y. Isler, and S. Sahin, Poincare plot-based features to detect faults in a complex process-control system, Computers and Electrical Engineering, 2025. SUBMITTED
46. S. Sadaghiyanfam, H. Kamberaj, and Y. Isler, Deep Learning with Graph Attention Networks for Predicting Ionic Liquid Toxicity, Chemical Engineering Science, 2025. SUBMITTED
45. S. Sadaghiyanfam, H. Kamberaj, and Y. Isler, Predicting Toxicity Values of Ionic Liquids Compounds Using 2D and 3D Descriptors: A Random Forest-Based Approach, Chemical Papers, 2025. UNDER REVIEW
44. S. Sadaghiyanfam, H. Kamberaj, and Y. Isler, Leveraging ChemBERTa and Machine Learning for Accurate Toxicity Prediction of Ionic Liquids, Journal of the Taiwan Institute of Chemical Engineers, vol. 171, 106030, 2025. DOI
43. Y. Onder, T. Bulut, O.N. Eroglu, S. Ciklacandir, and Y. Isler, Biomechanical Comparison of Locking Femoral Neck Plate Versus Cannulated Screws with or without Medial Buttress Plate in Pauwels Type 3 Femoral Neck Fractures, Acta Orthopaedica et Traumatologica Turcica, vol. 58, 313-317, 2024. DOI
42. M. Degirmenci, Y.K. Yuce, M.Perc, and Y. Isler, EEG Channel and Feature Investigation in Binary and Multiple Motor Imagery Task Predictions, Frontiers in Human Neuroscience, vol. 18, 1525139, 2024. DOI
41. S. Ciklacandir, G. Gokce Kara, and Y. Isler, A Biomechanical Investigation of Miniscrews Placed on a Mandible for Temporary Anchorage; A Patient-Specific Finite Element Analysis, Computer Methods in Biomechanics and Biomedical Engineering (GCMB), 2365909, 1-10, 2024. DOI
40. S. Gurkan, O. Basokcu, Y. Isler, S. Mungan Durankaya, G. Kirkim, Central Auditory Changes Associated with Age-Related Hearing Loss, Clinical EEG & Neuroscience, vol. 55(4), 508-517, 2024. DOI
39. M. Degirmenci, Y.K. Yuce, and Y. Isler, Classification of Finger Movements from Statistically-Significant Time-Domain EEG Features, Journal of the Faculty of Engineering and Architecture of Gazi University, vol. 39(3), 1597-1609, 2024. DOI
38. M. Degirmenci, Y.K. Yuce, M.Perc, and Y. Isler, EEG-Based Finger Movement Classification with Intrinsic Time-Scale Decomposition, Frontiers in Human Neuroscience, vol. 18, 1362135, 2024. DOI
37. R. Ozmanevra, Y.E. Bektas, H. Cici, S. Ciklacandir, N.D. Demirkiran, Y. Isler, O. Basci, and M. Erduran, A Novel Plate for Vertical Shear Fractures of Medial Malleolus: A Biomechanical Study, Journal of the American Podiatric Medical Association, vol. 113(4), e1-e20, 2023. DOI
36. M. Degirmenci, Y.K. Yuce, M.Perc, and Y. Isler, Statistically Significant Features Improve Binary and Multiple Motor Imagery Tasks Predictions from EEGs, Frontiers in Human Neuroscience, vol. 17, 1223307, 2023. DOI
35. Y. Isler, U. Ozturk, and E.Sayilgan, Decreasing the Running Time of the k-Nearest Neighbors Algorithm with Data Reduction Techniques for Diagnosing Congestive Heart Failure, Sadhana: Academy Proceedings in Engineering Sciences, vol. 48, 35, 2023. DOI
34. B. Yesilkaya, E. Sayilgan, Y.K. Yuce, M.Perc, and Y. Isler, Principal component analysis and manifold learning techniques for the design of brain-computer interfaces based on steady-state visually evoked potentials, Journal of Computational Science, vol. 68, 102000, 2023. DOI
33. S. Ciklacandir, and Y. Isler, Priority Assessment of Procuring Medical Equipment in Turkish Hospitals using Input-Weighted Fuzzy Logic Architecture, Expert Systems with Applications, vol. 213(Part C), 119195, 2023. DOI
32. S. Ciklacandir, S. Mihcin, and Y. Isler, Detailed Investigation of Three-Dimensional Modeling and Printing Technologies from Medical Images to Analyze Femoral Head Fractures using Finite Element Analysis, Innovation and Research in Biomedical Engineering, vol. 43(6), 604-613, 2022. DOI
31. E. Sayilgan, Y.K. Yuce, and Y. Isler, Investigating the Effect of Flickering Frequency Pair and Mother Wavelet Selection in Steady-State Visually-Evoked Potentials on Two-Command Brain-Computer Interfaces, Innovation and Research in BioMedical Engineering, vol. 43(6), 594-603, 2022. DOI
30. H. Cici, R. Ozmanevra, Y.E. Bektas, S. Ciklacandir, N.D. Demirkiran, Y. Isler, M. Erduran, and O. Basci, Biomechanical Comparison of a Closed-Loop Double Endobutton to a Lag Screw in Fixation of Posterior Malleolar Fractures, The Journal of Foot and Ankle Surgery, vol. 61(5), P975-978, 2022. DOI
29. B. Yesilkaya, M.Perc, and Y. Isler, Manifold Learning Methods for the Diagnosis of Ovarian Cancer, Journal of Computational Science, vol. 63, 101775, 2022. DOI
28. M. Surucu, Y. Isler, M. Perc, and R. Kara, Convolutional Neural Networks Predict the Onset of Paroxysmal Atrial Fibrillation: Theory and Applications, Chaos: An Interdisciplinary Journal of Nonlinear Science, vol. 31(11), 113119, 2021. DOI
27. M.B. Selek, B. Yesilkaya, S.S. Egeli, and Y. Isler, The Effect of Principal Component Analysis in the Diagnosis of Congestive Heart Failure via Heart Rate Variability Analysis, Proceedings of the IMechE Part H: Journal of Engineering in Medicine, vol. 235(12), 1479-1488, 2021. DOI
26. M. Surucu, Y. Isler, and R. Kara, Diagnosis of Paroxysmal Atrial Fibrillation Patients from Thirty-Minute Heart Rate Normalized Heart Rate Variability Analysis using Convolutional Neural Networks, Turkish Journal of Electrical Engineering & Computer Sciences, vol. 29(SI-1), 2886-2900, 2021. DOI
25. E. Sayilgan, Y.K. Yuce, and Y. Isler, Evaluation of Mother Wavelets on Steady-State Visually-Evoked Potentials for Triple-Command Brain-Computer Interfaces, Turkish Journal of Electrical Engineering & Computer Sciences, vol. 29(5), 2263-2279, 2021. DOI
24. A. Narin, and Y. Isler, Detection of New Coronavirus Disease from Chest X-ray Images using Pre-Trained Convolutional Neural Networks, Journal of the Faculty of Engineering and Architecture of Gazi University, vol. 36(4), 2095-2107, 2021. DOI
23. E. Sayilgan, Y.K. Yuce, and Y. Isler, Evaluation of wavelet features selected via statistical evidence from steady-state visually-evoked potentials to predict the stimulating frequency, Journal of the Faculty of Engineering and Architecture of Gazi University, vol. 36(2), 593-605, 2021. DOI
22. M. Secer, A. Zamani, and Y. Isler, A Practical Compensation Method for Differential Column Shortenings in High-Rise Reinforced Concrete Buildings, Periodica Polytechnica Civil Engineering, vol. 65(1), 242-254, 2021. DOI
21. S. Sahin, A.E. Kavur, S. Demiroglu, O. Seydibeyoglu, O. Baser, Y. Isler, and C. Guzelis, Spatiotemporal Chaotification of Delta Robot Mixer for Homogeneous Graphene Nanocomposite Dispersing, Robotics and Autonomous Systems, vol. 134, 103633, 1-16, 2020. DOI
20. S. Gurkan, S. Mungan Durankaya, B. Mutlu, Y. Isler, Y.O. Uzun, T. Basokcu, T.K. Erdag, and G. Kirkim, Comparison of Cortical Auditory Evoked Potential Findings in Presbycusis with Low and High Word Recognition Score, Journal of the American Academy of Audiology, vol. 31(6), 442-448, 2020. DOI
19. G. Gokce, I. Veli, Y.K. Yuce, and Y. Isler, Efficiency Evaluation of Rapid Maxillary Expansion Treatment on Nasal Septal Deviation from Cone-Beam Computer Tomography Images, Computer Methods and Programs in BioMedicine, vol. 188, 105260, 1-10, 2020. DOI CODE.
18. Y. Isler, S. Sahin, O. Ekren, and C. Guzelis, Design of Microcontroller-Based Decentralized Controller Board to Drive Chiller Systems using PID and Fuzzy Logic Algorithms, Proceedings of the IMechE Part E: Journal of Process Mechanical Engineering, vol. 234(1), 98-107, 2020. DOI
17. Y. Isler, A. Narin, M. Ozer, and M. Perc, Multi-Stage Classification of Congestive Heart Failure Based on Short-Term Heart Rate Variability, Chaos, Solitons & Fractals, vol. 118, 145-151, 2019. DOI
16. A. Narin, Y. Isler, M. Ozer, and M. Perc, Early Prediction of Paroxysmal Atrial Fibrillation based on Short-Term Heart Rate Variability, Physica A, vol. 509, 56-65, 2018. DOI
15. S. Turk Culha, M. Culha, I. Karayucel, M.Y. Celik, and Y. Isler, Heavy Metals in Mytilus Galloprovincialis, Suspended Particulate Matter and Sediment from Offshore Submerged Longline System, Black Sea, International Journal of Environmental Science and Technology (JEST), vol. 14(2), 385-396, 2017. DOI
14. Y. Isler, Discrimination of Systolic and Diastolic Dysfunctions using Multi-Layer Perceptron in Heart Rate Variability Analysis, Computers in Biology and Medicine, vol. 76, 113-119, 2016. DOI
13. Y. Isler and Y.O. Uzun, Designing a New Audiometer Device, (Abstract paper), The Journal of International Advanced Otology, vol. 11(Supp. 1), 84, 2015. PDF
12. S. Gurkan, G. Kirkim, Y. Isler, Y.O. Uzun, S.M. Durankaya, B. Mutlu, O. Basokcu, E. Dogan, The Effect of Signal To Noise Ratio on Cortical Auditory Evoked Potentials in Patients with Presbycusis, (Abstract paper), The Journal of International Advanced Otology, vol. 11(Supp. 1), 73-74, 2015. PDF
11. Y. Isler, A New Hyperbaric Oxygen Therapy Software For Measuring Hear Losses, (Abstract paper), The Journal of International Advanced Otology, vol. 11(Supp. 1), 55, 2015. PDF
10. Y. Isler, A. Narin, and M. Ozer, Comparison of the Effects of Cross-validation Methods on Determining Performances of Classifiers Used in Diagnosing Congestive Heart Failure, Measurement Science Review, vol. 15(4), 196-201, 2015. DOI
9. A. Narin, Y. Isler, and M. Ozer, Investigating the Performance Improvement of HRV Indices in CHF using Feature Selection Methods based on Backward Elimination and Statistical Significance, Computers in Biology and Medicine, vol. 45, 72-79, 2014. DOI
8. S. Sahin and Y. Isler, Microcontroller-Based Robotics and SCADA Experiments in Control and Automation Education, IEEE Transactions on Education, vol. 56(4), 424-429, 2013. DOI
7. O. Ekren, S. Sahin, and Y. Isler, Experimental Development of Transfer Functions for Variable Speed Chiller System , Proceedings of the IMechE Part E: Journal of Process Mechanical Engineering, vol. 226(3), 216-228, 2012. DOI
6. O. Ekren, S. Sahin, and Y. Isler, Comparison of Different Controllers for Variable Speed Compressor and Electronic Expansion Valve, International Journal of Refrigeration, vol. 33(6), 1161-1168, 2010. DOI
5. S. Sahin, M. Olmez, and Y. Isler, Microcontroller-Based Experimental Setup and Experiments on SCADA Education, IEEE Transactions on Education, vol. 53(3), 437-444, 2010. DOI
4. Y. Isler and M. Kuntalp, Heart Rate Normalization in the Analysis of Heart Rate Variability in Congestive Heart Failure, Proceedings of the IMechE Part H: Journal of Engineering in Medicine, vol. 224(3), 453-463, 2010. DOI
3. Y. Isler, A Software for Simulating Passive Dendrite Properties based on the Cable Theory, Computer Methods and Programs in Biomedicine, vol.88(3), 264-272, December 2007. DOI
2. Y. Isler and M. Kuntalp, Combining Classical HRV Indices With Wavelet Entropy Measures Improves to Performance in Diagnosing Congestive Heart Failure, Computers in Biology and Medicine, vol.37(10), 1502-1510, October 2007. DOI
1. M. Ozer, Y. Isler, and H. Ozer, A Computer Software for Simulating Single-compartmental Model of Neurons, Computer Methods and Programs in Biomedicine, vol.75(1), 51-57, July 2004. DOI