Journal Papers

36. M. Sorgun, Y. Isler, P. Ilker, and H. Elmaci A generalized regression neural networks model for monthly streamflow forecasting in the west of Turkey, Expert Systems with Applications, UNDER REVIEW, 2022.

35. Y.E. Bektas, R. Ozmanevra, 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, UNDER REVIEW, 2022.

34. 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, UNDER REVIEW, 2021.

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. 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, IN PRESS, 2022. DOI

31. 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, IN PRESS, 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 Double Liftloop and Lag Screw in Fixation of Posterior Malleolar Fracture, 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