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Gorkem Serbes
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- affiliation: Yildiz Technical University, Department of Biomedical Engineering, Istanbul, Turkey
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2020 – today
- 2025
- [j19]Gorkem Serbes
:
Robust Spike Sorting Using Dual Tree Complex Wavelet Transform: Overcoming Traditional Limitations. IEEE Access 13: 3497-3511 (2025) - [j18]Berke Cansiz
Deep learning-driven feature engineering for lung disease classification through electrical impedance tomography imaging. Biomed. Signal Process. Control. 100: 107124 (2025) - 2024
- [j17]Abdulsamet Aktas
Hi-LabSpermMorpho: A Novel Expert-Labeled Dataset With Extensive Abnormality Classes for Deep Learning-Based Sperm Morphology Analysis. IEEE Access 12: 196070-196091 (2024) - [j16]Berke Cansiz
Tunable Q-factor wavelet transform based lung signal decomposition and statistical feature extraction for effective lung disease classification. Comput. Biol. Medicine 178: 108698 (2024) - 2023
- [c22]Rabia Eda Yilmaz, Görkem Serbes:
Breast Cancer Detection Using Transformer and BiLSTM Based Ensemble Learning. SIU 2023: 1-4 - 2022
- [j15]Hamza Osman Ilhan
Decision and feature level fusion of deep features extracted from public COVID-19 data-sets. Appl. Intell. 52(8): 8551-8571 (2022) - [j14]Betul Erdogdu Sakar, Gorkem Serbes, Nizamettin Aydin:
Emboli detection using a wrapper-based feature selection algorithm with multiple classifiers. Biomed. Signal Process. Control. 71(Part): 103080 (2022) - [j13]Hamza Osman Ilhan, Gorkem Serbes:
Sperm morphology analysis by using the fusion of two-stage fine-tuned deep networks. Biomed. Signal Process. Control. 71(Part): 103246 (2022) - [c21]Necip Gözüaçik, Gorkem Serbes, Eyup Kara, Eren Atas, Cemal Okan Sakar, H. Murat Yener, Sermin Borekci, Bora Korkmazer, Ridvan Karaali, Halide Kara, Zuleyha Gulmez, Talha Cogen, Ahmet Atas
Performance Comparison of Oral, Laryngeal and Thoracic Sounds in the Detection of COVID-19 by Employing Machine Learning Techniques. SIU 2022: 1-4 - 2021
- [j12]Sezer Ulukaya
Resonance based separation and energy based classification of lung sounds using tunable wavelet transform. Comput. Biol. Medicine 131: 104288 (2021) - 2020
- [j11]Hamza Osman Ilhan, Gorkem Serbes, Nizamettin Aydin:
Automated sperm morphology analysis approach using a directional masking technique. Comput. Biol. Medicine 122: 103845 (2020) - [j10]Hamza Osman Ilhan
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. 58(5): 1047-1068 (2020) - [j9]Hünkar Can Tunç
Estimation of Parkinson's disease severity using speech features and extreme gradient boosting. Medical Biol. Eng. Comput. 58(11): 2757-2773 (2020) - [i1]Hamza Osman Ilhan, Gorkem Serbes, Nizamettin Aydin:
Decision and Feature Level Fusion of Deep Features Extracted from Public COVID-19 Data-sets. CoRR abs/2011.08528 (2020)
2010 – 2019
- 2019
- [j8]Cemal Okan Sakar
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. 74: 255-263 (2019) - [j7]Sezer Ulukaya
Wheeze type classification using non-dyadic wavelet transform based optimal energy ratio technique. Comput. Biol. Medicine 104: 175-182 (2019) - 2018
- [c20]Hamza Osman Ilhan, Gorkem Serbes
The Effects of the Modified Overlapping Group Shrinkage Technique on the Sperm Segmentation in the Stained Images. TSP 2018: 1-4 - [c19]Hamza Osman Ilhan, Gorkem Serbes
Dual Tree Complex Wavelet Transform Based Sperm Abnormality Classification. TSP 2018: 1-5 - [d1]Cemal Okan Sakar, Gorkem Serbes, Aysegul Günduz, Hatice Nizam, Betul Erdogdu Sakar:
Parkinson's Disease Classification. UCI Machine Learning Repository, 2018 - 2017
- [j6]Sezer Ulukaya
Overcomplete discrete wavelet transform based respiratory sound discrimination with feature and decision level fusion. Biomed. Signal Process. Control. 38: 322-336 (2017) - [c18]Sezer Ulukaya
Performance comparison of wavelet based denoising methods on discontinuous adventitious lung sounds. EMBC 2017: 2928-2931 - [c17]Gorkem Serbes
Resonance based pre-processing method for eliminating artifacts in Doppler ultrasound signals. SIU 2017: 1-4 - 2016
- [j5]Gorkem Serbes
Directional dual-tree complex wavelet packet transforms for processing quadrature signals. Medical Biol. Eng. Comput. 54(2-3): 295-313 (2016) - [c16]Sezer Ulukaya
Resonance based respiratory sound decomposition aiming at localization of crackles in noisy measurements. EMBC 2016: 3688-3691 - [c15]Sezer Ulukaya
A lung sound classification system based on the rational dilation wavelet transform. EMBC 2016: 3745-3748 - [c14]Gorkem Serbes
Analysis of embolic signals with directional dual tree rational dilation wavelet transform. EMBC 2016: 3821-3824 - 2015
- [j4]Gorkem Serbes
An emboli detection system based on Dual Tree Complex Wavelet Transform and ensemble learning. Appl. Soft Comput. 37: 87-94 (2015) - [c13]Ferhat Canbay, Vecdi Emre Levent
An area efficient real time implementation of dual tree complex wavelet transform in field programmable gate arrays. BIBE 2015: 1-5 - [c12]Betul Erdogdu Sakar, Cemal Okan Sakar
Determination of the optimal threshold value that can be discriminated by dysphonia measurements for unified Parkinson's Disease rating scale. BIBE 2015: 1-4 - [c11]Gorkem Serbes
A micro emboli vs non-emboli classification system based on the directional dual tree rational dilation wavelet transform. BIBE 2015: 1-5 - [c10]Ferhat Canbay, Vecdi Emre Levent
Field programmable gate arrays implementation of Dual Tree Complex Wavelet Transform. EMBC 2015: 6026-6029 - 2014
- [j3]Gorkem Serbes
Denoising performance of modified dual-tree complex wavelet transform for processing quadrature embolic Doppler signals. Medical Biol. Eng. Comput. 52(1): 29-43 (2014) - [c9]Gorkem Serbes
Symmetrical directional dual-tree complex wavelet packet transform. EMBC 2014: 820-823 - [c8]Gorkem Serbes
Directional dual-tree rational-dilation complex wavelet transform. EMBC 2014: 1465-1468 - 2013
- [j2]Gorkem Serbes
Pulmonary crackle detection using time-frequency and time-scale analysis. Digit. Signal Process. 23(3): 1012-1021 (2013) - [c7]Gorkem Serbes
Directional dual-tree complex wavelet packet transform. EMBC 2013: 3046-3049 - 2012
- [c6]Gorkem Serbes
Embolic doppler ultrasound signal detection using modified dual tree complex wavelet transform. BHI 2012: 945-947 - [c5]Gorkem Serbes
Extracellular spike detection with resonance based signal decomposition. SIU 2012: 1-4 - [c4]Gorkem Serbes
Pulmonary crackle detection using time-frequency analysis. SIU 2012: 1-4 - 2011
- [j1]Gorkem Serbes
Modified dual tree complex wavelet transform for processing quadrature signals. Biomed. Signal Process. Control. 6(3): 301-306 (2011) - [c3]Gorkem Serbes
Feature extraction using time-frequency/scale analysis and ensemble of feature sets for crackle detection. EMBC 2011: 3314-3317 - [c2]Gorkem Serbes
Symmetrical modified dual tree complex wavelet transform for processing quadrature Doppler ultrasound signals. EMBC 2011: 4816-4819 - [c1]Gorkem Serbes
Effect of Different Window and Wavelet Types on the Performance of a Novel Crackle Detection Algorithm. ICHIT (1) 2011: 575-581
Coauthor Index
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last updated on 2025-01-26 23:51 CET by the dblp team
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