Gorkem Serbes

Orcid: 0000-0003-4591-7368

Affiliations:
  • Yildiz Technical University, Department of Biomedical Engineering, Istanbul, Turkey


According to our database1, Gorkem Serbes authored at least 39 papers between 2011 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Tunable Q-factor wavelet transform based lung signal decomposition and statistical feature extraction for effective lung disease classification.
Comput. Biol. Medicine, 2024

2023
Breast Cancer Detection Using Transformer and BiLSTM Based Ensemble Learning.
Proceedings of the 31st Signal Processing and Communications Applications Conference, 2023

2022
Emboli detection using a wrapper-based feature selection algorithm with multiple classifiers.
Biomed. Signal Process. Control., 2022

Sperm morphology analysis by using the fusion of two-stage fine-tuned deep networks.
Biomed. Signal Process. Control., 2022

Decision and feature level fusion of deep features extracted from public COVID-19 data-sets.
Appl. Intell., 2022

Performance Comparison of Oral, Laryngeal and Thoracic Sounds in the Detection of COVID-19 by Employing Machine Learning Techniques.
Proceedings of the 30th Signal Processing and Communications Applications Conference, 2022

2021
Resonance based separation and energy based classification of lung sounds using tunable wavelet transform.
Comput. Biol. Medicine, 2021

2020
Estimation of Parkinson's disease severity using speech features and extreme gradient boosting.
Medical Biol. Eng. Comput., 2020

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., 2020

Automated sperm morphology analysis approach using a directional masking technique.
Comput. Biol. Medicine, 2020

2019
Wheeze type classification using non-dyadic wavelet transform based optimal energy ratio technique.
Comput. Biol. Medicine, 2019

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., 2019

2018
Parkinson's Disease Classification.
Dataset, November, 2018

Dual Tree Complex Wavelet Transform Based Sperm Abnormality Classification.
Proceedings of the 41st International Conference on Telecommunications and Signal Processing, 2018

The Effects of the Modified Overlapping Group Shrinkage Technique on the Sperm Segmentation in the Stained Images.
Proceedings of the 41st International Conference on Telecommunications and Signal Processing, 2018

2017
Overcomplete discrete wavelet transform based respiratory sound discrimination with feature and decision level fusion.
Biomed. Signal Process. Control., 2017

Resonance based pre-processing method for eliminating artifacts in Doppler ultrasound signals.
Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017

Performance comparison of wavelet based denoising methods on discontinuous adventitious lung sounds.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

2016
Directional dual-tree complex wavelet packet transforms for processing quadrature signals.
Medical Biol. Eng. Comput., 2016

A lung sound classification system based on the rational dilation wavelet transform.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Resonance based respiratory sound decomposition aiming at localization of crackles in noisy measurements.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Analysis of embolic signals with directional dual tree rational dilation wavelet transform.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

2015
An emboli detection system based on Dual Tree Complex Wavelet Transform and ensemble learning.
Appl. Soft Comput., 2015

Field programmable gate arrays implementation of Dual Tree Complex Wavelet Transform.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

A micro emboli vs non-emboli classification system based on the directional dual tree rational dilation wavelet transform.
Proceedings of the 15th IEEE International Conference on Bioinformatics and Bioengineering, 2015

Determination of the optimal threshold value that can be discriminated by dysphonia measurements for unified Parkinson's Disease rating scale.
Proceedings of the 15th IEEE International Conference on Bioinformatics and Bioengineering, 2015

An area efficient real time implementation of dual tree complex wavelet transform in field programmable gate arrays.
Proceedings of the 15th IEEE International Conference on Bioinformatics and Bioengineering, 2015

2014
Denoising performance of modified dual-tree complex wavelet transform for processing quadrature embolic Doppler signals.
Medical Biol. Eng. Comput., 2014

Directional dual-tree rational-dilation complex wavelet transform.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Symmetrical directional dual-tree complex wavelet packet transform.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

2013
Pulmonary crackle detection using time-frequency and time-scale analysis.
Digit. Signal Process., 2013

Directional dual-tree complex wavelet packet transform.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

2012
Pulmonary crackle detection using time-frequency analysis.
Proceedings of the 20th Signal Processing and Communications Applications Conference, 2012

Extracellular spike detection with resonance based signal decomposition.
Proceedings of the 20th Signal Processing and Communications Applications Conference, 2012

Embolic doppler ultrasound signal detection using modified dual tree complex wavelet transform.
Proceedings of 2012 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2012

2011
Modified dual tree complex wavelet transform for processing quadrature signals.
Biomed. Signal Process. Control., 2011

Effect of Different Window and Wavelet Types on the Performance of a Novel Crackle Detection Algorithm.
Proceedings of the Convergence and Hybrid Information Technology, 2011

Feature extraction using time-frequency/scale analysis and ensemble of feature sets for crackle detection.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Symmetrical modified dual tree complex wavelet transform for processing quadrature Doppler ultrasound signals.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011


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