Gorkem Serbes - RankMe

46 papers C 3Journal 25Unranked 18

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Early Detection of Alzheimer's Disease Using Vision Transformers on CWT-Transformed EEG Signals in Response to Olfactory Stimuli. IEEE Access Azhar Hatem Jebur Albaidhani, Gorkem Serbes, Hamza Osman Ilhan
2025	J	`jnl`	A comprehensive approach for high intensity blood flow signal classification using multi-scale spectrogram fusion and tunable Q-factor wavelet analysis. Biomed. Signal Process. Control. Berke Cansiz, M. Ikbal Karadeli, Nizamettin Aydin, Gorkem Serbes
2025	J	`jnl`	Deep learning-driven feature engineering for lung disease classification through electrical impedance tomography imaging. Biomed. Signal Process. Control. Berke Cansiz, Coskuvar Utkan Kilinc, Gorkem Serbes
2025	J	`jnl`	Enhanced Embolic Signal Analysis through Ensemble Deep Learning Techniques Utilizing Transfer Learning and Layer Freezing Strategies. Adv. Intell. Syst. M. Ikbal Karadeli, Berke Cansiz, Nizamettin Aydin, Gorkem Serbes
2025	J	`jnl`	Hi-LabSpermTracking: A Novel and High-Quality Sperm Tracking Dataset with an Advanced Ensemble Detection and Tracking Approach for Real-World Clinical Scenarios. Adv. Intell. Syst. Abdulsamet Aktas, Gorkem Serbes, Hakki Uzun, Merve Huner Yigit, Nizamettin Aydin, Hamza Osman Ilhan
2025	J	`jnl`	Robust Spike Sorting Using Dual Tree Complex Wavelet Transform: Overcoming Traditional Limitations. IEEE Access Gorkem Serbes
2025	J	`jnl`	Unveiling the capabilities of vision transformers in sperm morphology analysis: a comparative evaluation. PeerJ Comput. Sci. Abdulsamet Aktas, Gorkem Serbes, Hamza Osman Ilhan
2024	J	`jnl`	Hi-LabSpermMorpho: A Novel Expert-Labeled Dataset With Extensive Abnormality Classes for Deep Learning-Based Sperm Morphology Analysis. IEEE Access Abdulsamet Aktas, Gorkem Serbes, Merve Huner Yigit, Nizamettin Aydin, Hakki Uzun, Hamza Osman Ilhan
2024	J	`jnl`	Tunable Q-factor wavelet transform based lung signal decomposition and statistical feature extraction for effective lung disease classification. Comput. Biol. Medicine Berke Cansiz, Coskuvar Utkan Kilinc, Gorkem Serbes
2022	J	`jnl`	Decision and feature level fusion of deep features extracted from public COVID-19 data-sets. Appl. Intell. Hamza Osman Ilhan, Gorkem Serbes, Nizamettin Aydin
2022	J	`jnl`	Emboli detection using a wrapper-based feature selection algorithm with multiple classifiers. Biomed. Signal Process. Control. Betul Erdogdu Sakar, Gorkem Serbes, Nizamettin Aydin
2022	—	`conf`	Performance Comparison of Oral, Laryngeal and Thoracic Sounds in the Detection of COVID-19 by Employing Machine Learning Techniques. SIU 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
2022	J	`jnl`	Sperm morphology analysis by using the fusion of two-stage fine-tuned deep networks. Biomed. Signal Process. Control. Hamza Osman Ilhan, Gorkem Serbes
2021	J	`jnl`	Resonance based separation and energy based classification of lung sounds using tunable wavelet transform. Comput. Biol. Medicine Sezer Ulukaya, Gorkem Serbes, Yasemin P. Kahya
2020	J	`jnl`	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. Hamza Osman Ilhan, Ibrahim Onur Sigirci, Gorkem Serbes, Nizamettin Aydin
2020	J	`jnl`	Automated sperm morphology analysis approach using a directional masking technique. Comput. Biol. Medicine Hamza Osman Ilhan, Gorkem Serbes, Nizamettin Aydin
2020	J	`jnl`	Decision and Feature Level Fusion of Deep Features Extracted from Public COVID-19 Data-sets. CoRR Hamza Osman Ilhan, Gorkem Serbes, Nizamettin Aydin
2020	J	`jnl`	Estimation of Parkinson's disease severity using speech features and extreme gradient boosting. Medical Biol. Eng. Comput. Hünkar Can Tunç, Cemal Okan Sakar, Hulya Apaydin, Gorkem Serbes, Aysegul Günduz, Melih Tutuncu, Fikret Gürgen
2019	J	`jnl`	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. Cemal Okan Sakar, Gorkem Serbes, Aysegul Günduz, Hünkar Can Tunç, Hatice Nizam, Betul Erdogdu Sakar, Melih Tutuncu, Tarkan Aydin, M. Erdem Isenkul, Hulya Apaydin
2019	J	`jnl`	Wheeze type classification using non-dyadic wavelet transform based optimal energy ratio technique. Comput. Biol. Medicine Sezer Ulukaya, Gorkem Serbes, Yasemin P. Kahya
2018	—	`conf`	Dual Tree Complex Wavelet Transform Based Sperm Abnormality Classification. TSP Hamza Osman Ilhan, Gorkem Serbes, Nizamettin Aydin
2018	—	`conf`	The Effects of the Modified Overlapping Group Shrinkage Technique on the Sperm Segmentation in the Stained Images. TSP Hamza Osman Ilhan, Gorkem Serbes, Nizamettin Aydin
2017	J	`jnl`	Overcomplete discrete wavelet transform based respiratory sound discrimination with feature and decision level fusion. Biomed. Signal Process. Control. Sezer Ulukaya, Gorkem Serbes, Yasemin P. Kahya
2017	—	`conf`	Performance comparison of wavelet based denoising methods on discontinuous adventitious lung sounds. EMBC Sezer Ulukaya, Gorkem Serbes, Yasemin P. Kahya
2017	—	`conf`	Resonance based pre-processing method for eliminating artifacts in Doppler ultrasound signals. SIU Gorkem Serbes, Nizamettin Aydin
2016	—	`conf`	A lung sound classification system based on the rational dilation wavelet transform. EMBC Sezer Ulukaya, Gorkem Serbes, Ipek Sen, Yasemin P. Kahya
2016	—	`conf`	Analysis of embolic signals with directional dual tree rational dilation wavelet transform. EMBC Gorkem Serbes, Nizamettin Aydin
2016	J	`jnl`	Directional dual-tree complex wavelet packet transforms for processing quadrature signals. Medical Biol. Eng. Comput. Gorkem Serbes, Halil Özcan Gülçür, Nizamettin Aydin
2016	—	`conf`	Resonance based respiratory sound decomposition aiming at localization of crackles in noisy measurements. EMBC Sezer Ulukaya, Gorkem Serbes, Yasemin P. Kahya
2015	C	`conf`	A micro emboli vs non-emboli classification system based on the directional dual tree rational dilation wavelet transform. BIBE Gorkem Serbes, Betul Erdogdu Sakar, Nizamettin Aydin
2015	C	`conf`	An area efficient real time implementation of dual tree complex wavelet transform in field programmable gate arrays. BIBE Ferhat Canbay, Vecdi Emre Levent, Gorkem Serbes, H. Fatih Ugurdag, Sezer Gören, Nizamettin Aydin
2015	J	`jnl`	An emboli detection system based on Dual Tree Complex Wavelet Transform and ensemble learning. Appl. Soft Comput. Gorkem Serbes, Betul Erdogdu Sakar, Halil Özcan Gülçür, Nizamettin Aydin
2015	C	`conf`	Determination of the optimal threshold value that can be discriminated by dysphonia measurements for unified Parkinson's Disease rating scale. BIBE Betul Erdogdu Sakar, Cemal Okan Sakar, Gorkem Serbes, Olcay Kursun
2015	—	`conf`	Field programmable gate arrays implementation of Dual Tree Complex Wavelet Transform. EMBC Ferhat Canbay, Vecdi Emre Levent, Gorkem Serbes, Sezer Gören, Nizamettin Aydin
2014	J	`jnl`	Denoising performance of modified dual-tree complex wavelet transform for processing quadrature embolic Doppler signals. Medical Biol. Eng. Comput. Gorkem Serbes, Nizamettin Aydin
2014	—	`conf`	Directional dual-tree rational-dilation complex wavelet transform. EMBC Gorkem Serbes, Halil Özcan Gülçür, Nizamettin Aydin
2014	—	`conf`	Symmetrical directional dual-tree complex wavelet packet transform. EMBC Gorkem Serbes, Halil Özcan Gülçür, Nizamettin Aydin
2013	—	`conf`	Directional dual-tree complex wavelet packet transform. EMBC Gorkem Serbes, Nizamettin Aydin, Halil Özcan Gülçür
2013	J	`jnl`	Pulmonary crackle detection using time-frequency and time-scale analysis. Digit. Signal Process. Gorkem Serbes, Cemal Okan Sakar, Yasemin P. Kahya, Nizamettin Aydin
2012	—	`conf`	Embolic doppler ultrasound signal detection using modified dual tree complex wavelet transform. BHI Gorkem Serbes, Nizamettin Aydin
2012	—	`conf`	Extracellular spike detection with resonance based signal decomposition. SIU Gorkem Serbes, Mehmet Kocaturk, Halil Özcan Gülçür, Nizamettin Aydin
2012	—	`conf`	Pulmonary crackle detection using time-frequency analysis. SIU Gorkem Serbes, Cemal Okan Sakar, Yasemin P. Kahya, Nizamettin Aydin
2011	—	`conf`	Effect of Different Window and Wavelet Types on the Performance of a Novel Crackle Detection Algorithm. ICHIT (1) Gorkem Serbes, Cemal Okan Sakar, Yasemin P. Kahya, Nizamettin Aydin
2011	—	`conf`	Feature extraction using time-frequency/scale analysis and ensemble of feature sets for crackle detection. EMBC Gorkem Serbes, Cemal Okan Sakar, Yasemin P. Kahya, Nizamettin Aydin
2011	J	`jnl`	Modified dual tree complex wavelet transform for processing quadrature signals. Biomed. Signal Process. Control. Gorkem Serbes, Nizamettin Aydin
2011	—	`conf`	Symmetrical modified dual tree complex wavelet transform for processing quadrature Doppler ultrasound signals. EMBC Gorkem Serbes, Nizamettin Aydin