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ORCIDGorkem Serbes
Person information
- affiliation: Yildiz Technical University, Department of Biomedical Engineering, Istanbul, Turkey
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Journal Articles
- 2022
[j15]Hamza Osman Ilhan
, Gorkem Serbes, Nizamettin Aydin:
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) - 2021
- [j12]Sezer Ulukaya, Gorkem Serbes, Yasemin P. Kahya:
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, Ibrahim Onur Sigirci, Gorkem Serbes, Nizamettin Aydin:
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, Cemal Okan Sakar, Hulya Apaydin, Gorkem Serbes, Aysegul Günduz, Melih Tutuncu, Fikret Gürgen:
Estimation of Parkinson's disease severity using speech features and extreme gradient boosting. Medical Biol. Eng. Comput. 58(11): 2757-2773 (2020) - 2019
- [j8]Cemal Okan Sakar, Gorkem Serbes, Aysegul Günduz, Hünkar Can Tunç, Hatice Nizam, Betul Erdogdu Sakar, Melih Tutuncu, Tarkan Aydin, M. Erdem Isenkul, Hulya Apaydin:
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, Gorkem Serbes, Yasemin P. Kahya:
Wheeze type classification using non-dyadic wavelet transform based optimal energy ratio technique. Comput. Biol. Medicine 104: 175-182 (2019) - 2017
- [j6]Sezer Ulukaya, Gorkem Serbes, Yasemin P. Kahya:
Overcomplete discrete wavelet transform based respiratory sound discrimination with feature and decision level fusion. Biomed. Signal Process. Control. 38: 322-336 (2017) - 2016
- [j5]Gorkem Serbes, Halil Özcan Gülçür, Nizamettin Aydin:
Directional dual-tree complex wavelet packet transforms for processing quadrature signals. Medical Biol. Eng. Comput. 54(2-3): 295-313 (2016) - 2015
- [j4]Gorkem Serbes, Betul Erdogdu Sakar, Halil Özcan Gülçür, Nizamettin Aydin:
An emboli detection system based on Dual Tree Complex Wavelet Transform and ensemble learning. Appl. Soft Comput. 37: 87-94 (2015) - 2014
- [j3]Gorkem Serbes, Nizamettin Aydin:
Denoising performance of modified dual-tree complex wavelet transform for processing quadrature embolic Doppler signals. Medical Biol. Eng. Comput. 52(1): 29-43 (2014) - 2013
- [j2]Gorkem Serbes, Cemal Okan Sakar, Yasemin P. Kahya, Nizamettin Aydin:
Pulmonary crackle detection using time-frequency and time-scale analysis. Digit. Signal Process. 23(3): 1012-1021 (2013) - 2011
- [j1]Gorkem Serbes, Nizamettin Aydin:
Modified dual tree complex wavelet transform for processing quadrature signals. Biomed. Signal Process. Control. 6(3): 301-306 (2011)
Conference and Workshop Papers
- 2023
- [c22]Rabia Eda Yilmaz, Görkem Serbes:
Breast Cancer Detection Using Transformer and BiLSTM Based Ensemble Learning. SIU 2023: 1-4 - 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 - 2018
- [c20]Hamza Osman Ilhan, Gorkem Serbes, Nizamettin Aydin:
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, Nizamettin Aydin:
Dual Tree Complex Wavelet Transform Based Sperm Abnormality Classification. TSP 2018: 1-5 - 2017
- [c18]Sezer Ulukaya, Gorkem Serbes, Yasemin P. Kahya:
Performance comparison of wavelet based denoising methods on discontinuous adventitious lung sounds. EMBC 2017: 2928-2931 - [c17]Gorkem Serbes, Nizamettin Aydin:
Resonance based pre-processing method for eliminating artifacts in Doppler ultrasound signals. SIU 2017: 1-4 - 2016
- [c16]Sezer Ulukaya, Gorkem Serbes, Yasemin P. Kahya:
Resonance based respiratory sound decomposition aiming at localization of crackles in noisy measurements. EMBC 2016: 3688-3691 - [c15]Sezer Ulukaya, Gorkem Serbes, Ipek Sen, Yasemin P. Kahya:
A lung sound classification system based on the rational dilation wavelet transform. EMBC 2016: 3745-3748 - [c14]Gorkem Serbes, Nizamettin Aydin:
Analysis of embolic signals with directional dual tree rational dilation wavelet transform. EMBC 2016: 3821-3824 - 2015
- [c13]Ferhat Canbay, Vecdi Emre Levent, Gorkem Serbes, H. Fatih Ugurdag, Sezer Gören, Nizamettin Aydin:
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, Gorkem Serbes, Olcay Kursun:
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, Betul Erdogdu Sakar, Nizamettin Aydin:
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, Gorkem Serbes, Sezer Gören, Nizamettin Aydin:
Field programmable gate arrays implementation of Dual Tree Complex Wavelet Transform. EMBC 2015: 6026-6029 - 2014
- [c9]Gorkem Serbes, Halil Özcan Gülçür, Nizamettin Aydin:
Symmetrical directional dual-tree complex wavelet packet transform. EMBC 2014: 820-823 - [c8]Gorkem Serbes, Halil Özcan Gülçür, Nizamettin Aydin:
Directional dual-tree rational-dilation complex wavelet transform. EMBC 2014: 1465-1468 - 2013
- [c7]Gorkem Serbes, Nizamettin Aydin, Halil Özcan Gülçür:
Directional dual-tree complex wavelet packet transform. EMBC 2013: 3046-3049 - 2012
- [c6]Gorkem Serbes, Nizamettin Aydin:
Embolic doppler ultrasound signal detection using modified dual tree complex wavelet transform. BHI 2012: 945-947 - [c5]Gorkem Serbes, Mehmet Kocaturk, Halil Özcan Gülçür, Nizamettin Aydin:
Extracellular spike detection with resonance based signal decomposition. SIU 2012: 1-4 - [c4]Gorkem Serbes, Cemal Okan Sakar, Yasemin P. Kahya, Nizamettin Aydin:
Pulmonary crackle detection using time-frequency analysis. SIU 2012: 1-4 - 2011
- [c3]Gorkem Serbes, Cemal Okan Sakar, Yasemin P. Kahya, Nizamettin Aydin:
Feature extraction using time-frequency/scale analysis and ensemble of feature sets for crackle detection. EMBC 2011: 3314-3317 - [c2]Gorkem Serbes, Nizamettin Aydin:
Symmetrical modified dual tree complex wavelet transform for processing quadrature Doppler ultrasound signals. EMBC 2011: 4816-4819 - [c1]Gorkem Serbes, Cemal Okan Sakar, Yasemin P. Kahya, Nizamettin Aydin:
Effect of Different Window and Wavelet Types on the Performance of a Novel Crackle Detection Algorithm. ICHIT (1) 2011: 575-581
Data and Artifacts
- 2018
- [d1]Cemal Okan Sakar, Gorkem Serbes, Aysegul Günduz, Hatice Nizam, Betul Erdogdu Sakar:
Parkinson's Disease Classification. UCI Machine Learning Repository, 2018
Informal and Other Publications
- 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)
Coauthor Index
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