Symmetrical modified dual tree complex wavelet transform for processing quadrature Doppler ultrasound signals. - Gorkem Serbes; Nizamettin Aydin (EMBC, 2011)

Feature extraction using time-frequency/scale analysis and ensemble of feature sets for crackle detection. - Gorkem Serbes; Cemal Okan Sakar; Yasemin P. Kahya; Nizamettin Aydin (EMBC, 2011)

Effect of Different Window and Wavelet Types on the Performance of a Novel Crackle Detection Algorithm. - Gorkem Serbes; Cemal Okan Sakar; Yasemin P. Kahya; Nizamettin Aydin (ICHIT (1), 2011)

Modified dual tree complex wavelet transform for processing quadrature signals. - Gorkem Serbes; Nizamettin Aydin (Biomed. Signal Process. Control., 2011)

Embolic doppler ultrasound signal detection using modified dual tree complex wavelet transform. - Gorkem Serbes; Nizamettin Aydin (BHI, 2012)

Extracellular spike detection with resonance based signal decomposition. - Gorkem Serbes; Mehmet Kocaturk; Halil Özcan Gülçür; Nizamettin Aydin (SIU, 2012)

Pulmonary crackle detection using time-frequency analysis. - Gorkem Serbes; Cemal Okan Sakar; Yasemin P. Kahya; Nizamettin Aydin (SIU, 2012)

Directional dual-tree complex wavelet packet transform. - Gorkem Serbes; Nizamettin Aydin; Halil Özcan Gülçür (EMBC, 2013)

Pulmonary crackle detection using time-frequency and time-scale analysis. - Gorkem Serbes; Cemal Okan Sakar; Yasemin P. Kahya; Nizamettin Aydin (Digit. Signal Process., 2013)

Symmetrical directional dual-tree complex wavelet packet transform. - Gorkem Serbes; Halil Özcan Gülçür; Nizamettin Aydin (EMBC, 2014)

Directional dual-tree rational-dilation complex wavelet transform. - Gorkem Serbes; Halil Özcan Gülçür; Nizamettin Aydin (EMBC, 2014)

Denoising performance of modified dual-tree complex wavelet transform for processing quadrature embolic Doppler signals. - Gorkem Serbes; Nizamettin Aydin (Medical Biol. Eng. Comput., 2014)

An area efficient real time implementation of dual tree complex wavelet transform in field programmable gate arrays. - Ferhat Canbay; Vecdi Emre Levent; Gorkem Serbes; H. Fatih Ugurdag; Sezer Gören 001; Nizamettin Aydin (BIBE, 2015)

Determination of the optimal threshold value that can be discriminated by dysphonia measurements for unified Parkinson's Disease rating scale. - Betul Erdogdu Sakar; Cemal Okan Sakar; Gorkem Serbes; Olcay Kursun (BIBE, 2015)

A micro emboli vs non-emboli classification system based on the directional dual tree rational dilation wavelet transform. - Gorkem Serbes; Betul Erdogdu Sakar; Nizamettin Aydin (BIBE, 2015)

Field programmable gate arrays implementation of Dual Tree Complex Wavelet Transform. - Ferhat Canbay; Vecdi Emre Levent; Gorkem Serbes; Sezer Gören 001; Nizamettin Aydin (EMBC, 2015)

An emboli detection system based on Dual Tree Complex Wavelet Transform and ensemble learning. - Gorkem Serbes; Betul Erdogdu Sakar; Halil Özcan Gülçür; Nizamettin Aydin (Appl. Soft Comput., 2015)

Analysis of embolic signals with directional dual tree rational dilation wavelet transform. - Gorkem Serbes; Nizamettin Aydin (EMBC, 2016)

Resonance based respiratory sound decomposition aiming at localization of crackles in noisy measurements. - Sezer Ulukaya; Gorkem Serbes; Yasemin P. Kahya (EMBC, 2016)

A lung sound classification system based on the rational dilation wavelet transform. - Sezer Ulukaya; Gorkem Serbes; Ipek Sen; Yasemin P. Kahya (EMBC, 2016)

Directional dual-tree complex wavelet packet transforms for processing quadrature signals. - Gorkem Serbes; Halil Özcan Gülçür; Nizamettin Aydin (Medical Biol. Eng. Comput., 2016)

Performance comparison of wavelet based denoising methods on discontinuous adventitious lung sounds. - Sezer Ulukaya; Gorkem Serbes; Yasemin P. Kahya (EMBC, 2017)

Resonance based pre-processing method for eliminating artifacts in Doppler ultrasound signals. - Gorkem Serbes; Nizamettin Aydin (SIU, 2017)

Overcomplete discrete wavelet transform based respiratory sound discrimination with feature and decision level fusion. - Sezer Ulukaya; Gorkem Serbes; Yasemin P. Kahya (Biomed. Signal Process. Control., 2017)

The Effects of the Modified Overlapping Group Shrinkage Technique on the Sperm Segmentation in the Stained Images. - Hamza Osman Ilhan; Gorkem Serbes; Nizamettin Aydin (TSP, 2018)

Dual Tree Complex Wavelet Transform Based Sperm Abnormality Classification. - Hamza Osman Ilhan; Gorkem Serbes; Nizamettin Aydin (TSP, 2018)

Parkinson's Disease Classification. - Cemal Okan Sakar; Gorkem Serbes; Aysegul Günduz; Hatice Nizam; Betul Erdogdu Sakar (UCI Machine Learning Repository, 2018)

A comparative analysis of speech signal processing algorithms for Parkinson's disease classification and the use of the tunable Q-factor wavelet transform. - Cemal Okan Sakar; Gorkem Serbes; Aysegul Günduz; Hünkar Can Tunç; Hatice Nizam; Betul Erdogdu Sakar; Melih Tutuncu; Tarkan Aydin; M. Erdem Isenkul; Hulya Apaydin (Appl. Soft Comput., 2019)

Wheeze type classification using non-dyadic wavelet transform based optimal energy ratio technique. - Sezer Ulukaya; Gorkem Serbes; Yasemin P. Kahya (Comput. Biol. Medicine, 2019)

Automated sperm morphology analysis approach using a directional masking technique. - Hamza Osman Ilhan; Gorkem Serbes; Nizamettin Aydin (Comput. Biol. Medicine, 2020)

A fully automated hybrid human sperm detection and classification system based on mobile-net and the performance comparison with conventional methods. - Hamza Osman Ilhan; Ibrahim Onur Sigirci; Gorkem Serbes; Nizamettin Aydin (Medical Biol. Eng. Comput., 2020)

Estimation of Parkinson's disease severity using speech features and extreme gradient boosting. - Hünkar Can Tunç; Cemal Okan Sakar; Hulya Apaydin; Gorkem Serbes; Aysegul Günduz; Melih Tutuncu; Fikret Gürgen (Medical Biol. Eng. Comput., 2020)

Resonance based separation and energy based classification of lung sounds using tunable wavelet transform. - Sezer Ulukaya; Gorkem Serbes; Yasemin P. Kahya (Comput. Biol. Medicine, 2021)

Performance Comparison of Oral, Laryngeal and Thoracic Sounds in the Detection of COVID-19 by Employing Machine Learning Techniques. - 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; et al. (SIU, 2022)

Decision and feature level fusion of deep features extracted from public COVID-19 data-sets. - Hamza Osman Ilhan; Gorkem Serbes; Nizamettin Aydin (Appl. Intell., 2022)

Sperm morphology analysis by using the fusion of two-stage fine-tuned deep networks. - Hamza Osman Ilhan; Gorkem Serbes (Biomed. Signal Process. Control., 2022)

Emboli detection using a wrapper-based feature selection algorithm with multiple classifiers. - Betul Erdogdu Sakar; Gorkem Serbes; Nizamettin Aydin (Biomed. Signal Process. Control., 2022)

Breast Cancer Detection Using Transformer and BiLSTM Based Ensemble Learning. - Rabia Eda Yilmaz; Görkem Serbes (SIU, 2023)

Hi-LabSpermMorpho: A Novel Expert-Labeled Dataset With Extensive Abnormality Classes for Deep Learning-Based Sperm Morphology Analysis. - Abdulsamet Aktas; Gorkem Serbes; Merve Huner Yigit; Nizamettin Aydin; Hakki Uzun; Hamza Osman Ilhan (IEEE Access, 2024)

Tunable Q-factor wavelet transform based lung signal decomposition and statistical feature extraction for effective lung disease classification. - Berke Cansiz; Coskuvar Utkan Kilinc; Gorkem Serbes (Comput. Biol. Medicine, 2024)

Robust Spike Sorting Using Dual Tree Complex Wavelet Transform: Overcoming Traditional Limitations. - Gorkem Serbes (IEEE Access, 2025)

A comprehensive approach for high intensity blood flow signal classification using multi-scale spectrogram fusion and tunable Q-factor wavelet analysis. - Berke Cansiz; M. Ikbal Karadeli; Nizamettin Aydin; Gorkem Serbes (Biomed. Signal Process. Control., 2025)

Deep learning-driven feature engineering for lung disease classification through electrical impedance tomography imaging. - Berke Cansiz; Coskuvar Utkan Kilinc; Gorkem Serbes (Biomed. Signal Process. Control., 2025)