Gorkem Serbes
Orcid: 0000-0003-4591-7368Affiliations:
- Yildiz Technical University, Department of Biomedical Engineering, Istanbul, Turkey
According to our database1,
Gorkem Serbes
authored at least 38 papers
between 2011 and 2023.
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Bibliography
2023
Proceedings of the 31st Signal Processing and Communications Applications Conference, 2023
2022
Emboli detection using a wrapper-based feature selection algorithm with multiple classifiers.
Biomed. Signal Process. Control., 2022
Biomed. Signal Process. Control., 2022
Decision and feature level fusion of deep features extracted from public COVID-19 data-sets.
Appl. Intell., 2022
Performance Comparison of Oral, Laryngeal and Thoracic Sounds in the Detection of COVID-19 by Employing Machine Learning Techniques.
Proceedings of the 30th Signal Processing and Communications Applications Conference, 2022
2021
Resonance based separation and energy based classification of lung sounds using tunable wavelet transform.
Comput. Biol. Medicine, 2021
2020
Estimation of Parkinson's disease severity using speech features and extreme gradient boosting.
Medical Biol. Eng. Comput., 2020
A fully automated hybrid human sperm detection and classification system based on mobile-net and the performance comparison with conventional methods.
Medical Biol. Eng. Comput., 2020
Comput. Biol. Medicine, 2020
2019
Wheeze type classification using non-dyadic wavelet transform based optimal energy ratio technique.
Comput. Biol. Medicine, 2019
A comparative analysis of speech signal processing algorithms for Parkinson's disease classification and the use of the tunable Q-factor wavelet transform.
Appl. Soft Comput., 2019
2018
Proceedings of the 41st International Conference on Telecommunications and Signal Processing, 2018
The Effects of the Modified Overlapping Group Shrinkage Technique on the Sperm Segmentation in the Stained Images.
Proceedings of the 41st International Conference on Telecommunications and Signal Processing, 2018
2017
Overcomplete discrete wavelet transform based respiratory sound discrimination with feature and decision level fusion.
Biomed. Signal Process. Control., 2017
Resonance based pre-processing method for eliminating artifacts in Doppler ultrasound signals.
Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017
Performance comparison of wavelet based denoising methods on discontinuous adventitious lung sounds.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
2016
Directional dual-tree complex wavelet packet transforms for processing quadrature signals.
Medical Biol. Eng. Comput., 2016
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
Resonance based respiratory sound decomposition aiming at localization of crackles in noisy measurements.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
Analysis of embolic signals with directional dual tree rational dilation wavelet transform.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
2015
An emboli detection system based on Dual Tree Complex Wavelet Transform and ensemble learning.
Appl. Soft Comput., 2015
Field programmable gate arrays implementation of Dual Tree Complex Wavelet Transform.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
A micro emboli vs non-emboli classification system based on the directional dual tree rational dilation wavelet transform.
Proceedings of the 15th IEEE International Conference on Bioinformatics and Bioengineering, 2015
Determination of the optimal threshold value that can be discriminated by dysphonia measurements for unified Parkinson's Disease rating scale.
Proceedings of the 15th IEEE International Conference on Bioinformatics and Bioengineering, 2015
An area efficient real time implementation of dual tree complex wavelet transform in field programmable gate arrays.
Proceedings of the 15th IEEE International Conference on Bioinformatics and Bioengineering, 2015
2014
Denoising performance of modified dual-tree complex wavelet transform for processing quadrature embolic Doppler signals.
Medical Biol. Eng. Comput., 2014
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
2013
Digit. Signal Process., 2013
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
2012
Proceedings of the 20th Signal Processing and Communications Applications Conference, 2012
Proceedings of the 20th Signal Processing and Communications Applications Conference, 2012
Embolic doppler ultrasound signal detection using modified dual tree complex wavelet transform.
Proceedings of 2012 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2012
2011
Biomed. Signal Process. Control., 2011
Effect of Different Window and Wavelet Types on the Performance of a Novel Crackle Detection Algorithm.
Proceedings of the Convergence and Hybrid Information Technology, 2011
Feature extraction using time-frequency/scale analysis and ensemble of feature sets for crackle detection.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Symmetrical modified dual tree complex wavelet transform for processing quadrature Doppler ultrasound signals.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011