Gorkem Serbes

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 21

Top Topics

Wavelet Transform

Top Venues

Comput. Biol. Medicine

Medical Biol. Eng. Comput.

Biomed. Signal Process. Control.

Publications

Berke Cansiz, Coskuvar Utkan Kilinc, Gorkem Serbes
Tunable Q-factor wavelet transform based lung signal decomposition and statistical feature extraction for effective lung disease classification. Comput. Biol. Medicine 178 (2024)
Necip Gozuacik, Gorkem Serbes, Eyup Kara, Eren Atas, C. 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)
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) (2022)
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) (2022)
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) (2022)
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 (2021)
Hamza Osman Ilhan, Gorkem Serbes, Nizamettin Aydin
Decision and Feature Level Fusion of Deep Features Extracted from Public COVID-19 Data-sets. CoRR (2020)
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) (2020)
Hunkar C. Tunc, Cemal Okan Sakar, Hulya Apaydin, Gorkem Serbes, Aysegul Gunduz, Melih Tutuncu, Fikret Gürgen
Estimation of Parkinson's disease severity using speech features and extreme gradient boosting. Medical Biol. Eng. Comput. 58 (11) (2020)
Hamza Osman Ilhan, Gorkem Serbes, Nizamettin Aydin
Automated sperm morphology analysis approach using a directional masking technique. Comput. Biol. Medicine 122 (2020)
Cemal Okan Sakar, Gorkem Serbes, Aysegul Gunduz, Hunkar C. Tunc, 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 (2019)
Sezer Ulukaya, Gorkem Serbes, Yasemin P. Kahya
Wheeze type classification using non-dyadic wavelet transform based optimal energy ratio technique. Comput. Biol. Medicine 104 (2019)
Hamza Osman Ilhan, Gorkem Serbes, Nizamettin Aydin
Dual Tree Complex Wavelet Transform Based Sperm Abnormality Classification. TSP (2018)
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)
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 (2017)
Sezer Ulukaya, Gorkem Serbes, Yasemin P. Kahya
Performance comparison of wavelet based denoising methods on discontinuous adventitious lung sounds. EMBC (2017)
Gorkem Serbes, Nizamettin Aydin
Resonance based pre-processing method for eliminating artifacts in Doppler ultrasound signals. SIU (2017)
Gorkem Serbes, Nizamettin Aydin
Analysis of embolic signals with directional dual tree rational dilation wavelet transform. EMBC (2016)
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) (2016)
Sezer Ulukaya, Gorkem Serbes, Yasemin P. Kahya
Resonance based respiratory sound decomposition aiming at localization of crackles in noisy measurements. EMBC (2016)
Sezer Ulukaya, Gorkem Serbes, Ipek Sen, Yasemin P. Kahya
A lung sound classification system based on the rational dilation wavelet transform. EMBC (2016)
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)
Ferhat Canbay, Vecdi Emre Levent, Gorkem Serbes, Sezer Gören, Nizamettin Aydin
Field programmable gate arrays implementation of Dual Tree Complex Wavelet Transform. EMBC (2015)
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)
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)
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 (2015)
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) (2014)
Gorkem Serbes, Halil Özcan Gülçür, Nizamettin Aydin
Symmetrical directional dual-tree complex wavelet packet transform. EMBC (2014)
Gorkem Serbes, Halil Özcan Gülçür, Nizamettin Aydin
Directional dual-tree rational-dilation complex wavelet transform. EMBC (2014)
Gorkem Serbes, Nizamettin Aydin, Halil Özcan Gülçür
Directional dual-tree complex wavelet packet transform. EMBC (2013)
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) (2013)
Gorkem Serbes, Cemal Okan Sakar, Yasemin P. Kahya, Nizamettin Aydin
Pulmonary crackle detection using time-frequency analysis. SIU (2012)
Gorkem Serbes, Mehmet Kocaturk, Halil Özcan Gülçür, Nizamettin Aydin
Extracellular spike detection with resonance based signal decomposition. SIU (2012)
Gorkem Serbes, Nizamettin Aydin
Embolic doppler ultrasound signal detection using modified dual tree complex wavelet transform. BHI (2012)
Gorkem Serbes, Nizamettin Aydin
Symmetrical modified dual tree complex wavelet transform for processing quadrature Doppler ultrasound signals. EMBC (2011)
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)
Gorkem Serbes, Nizamettin Aydin
Modified dual tree complex wavelet transform for processing quadrature signals. Biomed. Signal Process. Control. 6 (3) (2011)
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)