Publications & Works

Publication Network
Published journal articles indexed by SCI, SSCI, and AHCI

Deep learning-driven feature engineering for lung disease classification through electrical impedance tomography imaging

Cansiz B., Kilinc C. U., SERBES G.
Biomedical Signal Processing and Control , vol.100, 2025 (SCI-Expanded) identifier

Robust Spike Sorting using Dual Tree Complex Wavelet Transform: Overcoming Traditional Limitations

Serbes G.
IEEE ACCESS , vol.12, no.1, pp.1, 2024 (SCI-Expanded) identifier

Bridging Auscultation and Tiny Machine Learning: A Digital Stethoscope Leveraging Convolutional Neural Networks on an Embedded Device for Organ Sound Analysis

Mutlu E., Hüseyin V., Serbes G.
TRAITEMENT DU SIGNAL , vol.41, no.5, pp.2471-2483, 2024 (SCI-Expanded)

Tunable Q-factor wavelet transform based lung signal decomposition and statistical feature extraction for effective lung disease classification

Cansiz B., Kilinc C. U., SERBES G.
Computers in Biology and Medicine , vol.178, 2024 (SCI-Expanded) Sustainable Development identifier identifier

Hi-LabSpermMorpho: A Novel Expert-Labeled Dataset with Extensive Abnormality Classes for Deep Learning-Based Sperm Morphology Analysis

AKTAŞ A., SERBES G., Yigit M. H., Aydın N., UZUN H., İLHAN H. O.
IEEE Access , 2024 (SCI-Expanded) identifier

The Evaluation of Nature-Inspired Optimization Techniques for Contrast Enhancement in Images: A Novel Software Tool

İLHAN H. O., ELBİR A., SERBES G., AYDIN N.
Traitement du Signal , vol.40, no.4, pp.1305-1318, 2023 (SCI-Expanded) Creative Commons License identifier

Decision and feature level fusion of deep features extracted from public COVID-19 data-sets

İlhan H. O., Serbes G., Aydın N.
APPLIED INTELLIGENCE , vol.52, no.8, pp.8551-8571, 2022 (SCI-Expanded) Creative Commons License Sustainable Development identifier identifier identifier

Emboli detection using a wrapper-based feature selection algorithm with multiple classifiers

Sakar B. E., SERBES G., AYDIN N.
Biomedical Signal Processing and Control , vol.71, 2022 (SCI-Expanded) identifier identifier

Sperm morphology analysis by using the fusion of two-stage fine-tuned deep networks

İLHAN H. O., SERBES G.
Biomedical Signal Processing and Control , vol.71, 2022 (SCI-Expanded) identifier identifier

Resonance based separation and energy based classification of lung sounds using tunable wavelet transform

Ulukaya S., Serbes G., Kahya Y. P.
COMPUTERS IN BIOLOGY AND MEDICINE , vol.131, 2021 (SCI-Expanded) Creative Commons License identifier identifier identifier

Estimation of Parkinson's disease severity using speech features and extreme gradient boosting

Tunc H. C., Sakar C. O., Apaydin H., SERBES G., Gunduz A., Tutuncu M., et al.
MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING , vol.58, no.11, pp.2757-2773, 2020 (SCI-Expanded) identifier identifier identifier

Automated sperm morphology analysis approach using a directional masking technique

İLHAN H. O., SERBES G., AYDIN N.
Computers in Biology and Medicine , vol.122, 2020 (SCI-Expanded) identifier identifier identifier

A fully automated hybrid human sperm detection and classification system based on mobile-net and the performance comparison with conventional methods

Ilhan H. O., Sigirci I., Serbes G., Aydin N.
MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING , vol.58, no.5, pp.1047-1068, 2020 (SCI-Expanded) identifier identifier identifier

Automatic directional masking technique for better sperm morphology segmentation and classification analysis

İlhan H. O., Serbes G., Aydın N.
ELECTRONICS LETTERS , vol.55, no.5, pp.256-257, 2019 (SCI-Expanded) identifier identifier

An open access database for the evaluation of respiratory sound classification algorithms

Rocha B., Fılos D., Mendes L., Serbes G., Ulukaya S., Kahya Y., et al.
PHYSIOLOGICAL MEASUREMENT , vol.40, no.3, 2019 (SCI-Expanded) Sustainable Development identifier identifier identifier

Wheeze type classification using non-dyadic wavelet transform based optimal energy ratio technique

Ulukaya S., SERBES G., Kahya Y. P.
COMPUTERS IN BIOLOGY AND MEDICINE , vol.104, pp.175-182, 2019 (SCI-Expanded) identifier identifier identifier

A comparative analysis of speech signal processing algorithms for Parkinson's disease classification and the use of the tunable Q-factor wavelet transform

Sakar C. O., SERBES G., Gunduz A., Tunc H. C., Nizam H., Sakar B. E., et al.
APPLIED SOFT COMPUTING , vol.74, pp.255-263, 2019 (SCI-Expanded) identifier identifier

Overcomplete discrete wavelet transform based respiratory sound discrimination with feature and decision level fusion

Ulukaya S., SERBES G., Kahya Y. P.
BIOMEDICAL SIGNAL PROCESSING AND CONTROL , vol.38, pp.322-336, 2017 (SCI-Expanded) identifier identifier

Analyzing the effectiveness of vocal features in early telediagnosis of Parkinson's disease

Sakar B. E., SERBES G., Sakar C. O.
PLOS ONE , vol.12, no.8, 2017 (SCI-Expanded) Creative Commons License identifier identifier identifier

Directional dual-tree complex wavelet packet transforms for processing quadrature signals

Serbes G., Gulcur H. O., AYDIN N.
MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING , vol.54, pp.295-313, 2016 (SCI-Expanded) identifier identifier identifier

An emboli detection system based on Dual Tree Complex Wavelet Transform and ensemble learning

SERBES G., Sakar B. E., Gulcur H. O., AYDIN N.
APPLIED SOFT COMPUTING , vol.37, pp.87-94, 2015 (SCI-Expanded) identifier identifier

Denoising performance of modified dual-tree complex wavelet transform for processing quadrature embolic Doppler signals

Serbes G., Aydın N.
MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING , vol.52, no.1, pp.29-43, 2014 (SCI-Expanded) identifier identifier identifier

Pulmonary crackle detection using time-frequency and time-scale analysis

Serbes G., Sakar C. O., Kahya Y. P., AYDIN N.
DIGITAL SIGNAL PROCESSING , vol.23, no.3, pp.1012-1021, 2013 (SCI-Expanded) identifier identifier

Modified dual tree complex wavelet transform for processing quadrature signals

Serbes G., AYDIN N.
BIOMEDICAL SIGNAL PROCESSING AND CONTROL , vol.6, no.3, pp.301-306, 2011 (SCI-Expanded) identifier identifier
Articles Published in Other Journals

Detection of Wheeze Sounds in Respiratory Disorders: A Deep Learning Approach

Hakkı L., Serbes G.
International Advanced Researches and Engineering Journal , vol.8, no.1, pp.20-32, 2024 (Peer-Reviewed Journal) identifier

Akciğer Solunum Seslerinin Spektral Öznitelikler ile Sınıflandırılması

ULUKAYA S., SERBES G., SEN I., KAHYA Y. P.
SÜLEYMAN DEMİREL ÜNİVERSİTESİ FEN BİLİMLERİ ENSTİTÜSÜ DERGİSİ , vol.22, no.2, pp.711-716, 2018 (Peer-Reviewed Journal)

Code generator for implementing dual tree complex wavelet transform on reconfigurable architectures for mobile applications

CANBAY F., LEVENT V., Serbes G., UGURDAG H., GOREN S., AYDIN N.
Healthcare Technology Letters , vol.3, no.3, pp.184-188, 2016 (ESCI) Creative Commons License identifier identifier identifier
Refereed Congress / Symposium Publications in Proceedings

The Effect of Differently Optimized Histogram Stretching Techniques on the Classification Performance of Sperm Morphology

Eyyubova G., SERBES G., İLHAN H. O.
2023 14th International Conference on Electrical and Electronics Engineering (ELECO), Bursa, Turkey, 02 December 2023 identifier

FISC-Net: Classification of Auscultation Sounds on an Edge Device

Mutlu E., Hüseyin V., SERBES G.
1st International Conference of Intelligent Methods, Systems and Applications, IMSA 2023, Giza, Egypt, 15 - 16 July 2023, pp.174-180 identifier

Investigating the Effect of Spatial Fusion of Different Color Spaces on Deep Learning-Based Sperm Image Classification Performance Farkli Renk Uzaylarinin Uzamsal Birlesiminin Derin Ogrenme Tabanli Sperm GoruntuSiniflandirma Performansina Etkisinin Incelenmesi

CEBECİ M., SERBES G., İLHAN H. O.
8th International Conference on Computer Science and Engineering, UBMK 2023, Burdur, Turkey, 13 - 15 September 2023, pp.521-525 identifier

Breast Cancer Detection Using Transformer and BiLSTM Based Ensemble Learning Dönüştürücü ve BiLSTM Tabanli Topluluk Öǧrenmesi Kullanilarak Meme Kanseri Tespiti

Yilmaz R. E., SERBES G.
31st IEEE Conference on Signal Processing and Communications Applications, SIU 2023, İstanbul, Turkey, 5 - 08 July 2023 identifier

The Performance Analysis of Convolutional Neural Networks and Vision Transformers in the Classification of Sperm Morphology Sperm Morfolojisinin Siniflandirilmasinda Evrisimsel Sinir Ag ve Goru Donusturucu Modellerin Performans Analizi

AKTAŞ A., SERBES G., Osman Ilhan H. O.
8th International Conference on Computer Science and Engineering, UBMK 2023, Burdur, Turkey, 13 - 15 September 2023, pp.330-335 identifier

Wheeze Events Detection Using Convolutional Recurrent Neural Network

Hakki L., SERBES G.
2023 Innovations in Intelligent Systems and Applications Conference, ASYU 2023, Sivas, Turkey, 11 - 13 October 2023 identifier

Performance Comparison of Oral, Laryngeal and Thoracic Sounds in the Detection of COVID-19 by Employing Machine Learning Techniques Oral, Larengeal ve Torakal Konuşma Seslerinin COVID-19 Tespitindeki Performanslarinin Yapay Öǧrenme Yöntemleriyle Karşilaştirilmasi

Gozuacik N., SERBES G., Kara E., Atas E., Okan Sakar C., Murat Yener H., et al.
30th Signal Processing and Communications Applications Conference, SIU 2022, Safranbolu, Turkey, 15 - 18 May 2022 Sustainable Development identifier

The Effect of Nonlinear Wavelet Transform Based De-noising in Sperm Abnormality Classification

İLHAN H. O., SIĞIRCI İ. O., SERBES G., AYDIN N.
2018 3rd International Conference on Computer Science and Engineering (UBMK), Sarajevo, Bosnia and Herzegovina, 20 - 23 September 2018 identifier identifier

The Effects of the Modified Overlapping Group Shrinkage Technique on the Sperm Segmentation in the Stained Images

İLHAN H. O., SERBES G., AYDIN N.
2018 41st International Conference on Telecommunications and Signal Processing (TSP), Athens, Greece, 4 - 06 July 2018 identifier identifier

Dual Tree Complex Wavelet Transform Based Sperm Abnormality Classification

İLHAN H. O., SERBES G., AYDIN N.
2018 41st International Conference on Telecommunications and Signal Processing (TSP), Athens, Greece, 4 - 06 July 2018 identifier identifier

Short Time Fourier Transform based music genre classification

ELBİR A., İLHAN H. O., SERBES G., AYDIN N.
2018 Electric Electronics, Computer Science, Biomedical Engineerings’xx Meeting (EBBT), İstanbul, Turkey, 18 - 19 April 2018 identifier

An automated lung sound preprocessing and classification system based onspectral analysis methods

SERBES G., Ulukaya S., Kahya Y. P.
3rd International Conference on Biomedical and Health Informatics, ICBHI 2017, Thessaloniki, Greece, 18 - 21 November 2017, vol.66, pp.45-49 identifier

Performance comparison of wavelet based denoising methods on discontinuous adventitious lung sounds

Ulukaya S., SERBES G., Kahya Y. P.
39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2017, Jeju Island, South Korea, 11 - 15 July 2017, pp.2928-2931 identifier identifier identifier

Resonance Based Pre-processing Method for Eliminating Artifacts in Doppler Ultrasound Signals

SERBES G., AYDIN N.
2017 25TH SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE (SIU), Antalya, Turkey, 15 - 18 May 2017 identifier

Resonance based pre-processing method for eliminating artifacts in Doppler ultrasound signals Doppler Ultrason İşaretlerinde Artifaktlarin Giderilmesi İçin Rezonans Temelli Ön-işleme Yöntemi

SERBES G., AYDIN N.
25th Signal Processing and Communications Applications Conference, SIU 2017, Antalya, Turkey, 15 - 18 May 2017 identifier

An Adaptive and Automatic Parameter Selection Method based on Rational Dilation Wavelet Transform for Wheeze Type Classification

ULUKAYA S., SERBES G., KAHYA Y. P.
Proceedings of the 8th International Workshop on Biosignal Interpretation (BSI2016), Osaka, Japan, 01 November 2016, pp.163-166

A Lung Sound Classification System based on the Rational Dilation Wavelet Transform

Ulukaya S., SERBES G., SEN I., Kahya Y. P.
38th Annual International Conference of the IEEE-Engineering-in-Medicine-and-Biology-Society (EMBC), Florida, United States Of America, 16 - 20 August 2016, pp.3745-3748 identifier identifier identifier

Impact of Car Arrival/Departure Patterns on EV Parking Lot Energy Storage Capacity

Guner S., Özdemir A., SERBES G.
International Conference on Probabilistic Methods Applied to Power Systems (PMAPS), Beijing, China, 16 - 20 October 2016 Sustainable Development identifier identifier

Resonance based Respiratory Sound Decomposition Aiming at Localization of Crackles in Noisy Measurements

Ulukaya S., SERBES G., Kahya Y. P.
38th Annual International Conference of the IEEE-Engineering-in-Medicine-and-Biology-Society (EMBC), Florida, United States Of America, 16 - 20 August 2016, pp.3688-3691 identifier identifier identifier

Analysis of Embolic Signals with Directional Dual Tree Rational Dilation Wavelet Transform

SERBES G., AYDIN N.
38th Annual International Conference of the IEEE-Engineering-in-Medicine-and-Biology-Society (EMBC), Florida, United States Of America, 16 - 20 August 2016, pp.3821-3824 identifier identifier identifier

A Multi-channel Real Time Implementation of Dual Tree Complex Wavelet Transform in Field Programmable Gate Arrays

CANBAY F., Levent V. E., SERBES G., Ugurdag H. F., Goren S., AYDIN N.
14th Mediterranean Conference on Medical and Biological Engineering and Computing (MEDICON), Paphos, CYPRUS, 31 March - 02 April 2016, vol.57, pp.114-118 identifier identifier

An area efficient real time implementation of dual tree complex wavelet transform in field programmable gate arrays

CANBAY F., Levent V. E., SERBES G., Ugurdag H. F., Goren S., AYDIN N.
15th IEEE International Conference on Bioinformatics and Bioengineering, BIBE 2015, Belgrade, Serbia And Montenegro, 2 - 04 November 2015 identifier

A micro emboli vs non-emboli classification system based on the directional dual tree rational dilation wavelet transform

SERBES G., Sakar B. E., AYDIN N.
15th IEEE International Conference on Bioinformatics and Bioengineering, BIBE 2015, Belgrade, Serbia And Montenegro, 2 - 04 November 2015 identifier

Field Programmable Gate Arrays Implementation of Dual Tree Complex Wavelet Transform

CANBAY F., Levent V. E., SERBES G., Goren S., AYDIN N.
37th Annual International Conference of the IEEE-Engineering-in-Medicine-and-Biology-Society (EMBC), Milan, Italy, 25 - 29 August 2015, pp.6026-6029 identifier identifier identifier

Directional Dual-Tree Rational-Dilation Complex Wavelet Transform

Serbes G., Gulcur H. O., AYDIN N.
36th Annual International Conference of the IEEE-Engineering-in-Medicine-and-Biology-Society (EMBC), Illinois, United States Of America, 26 - 30 August 2014, pp.1465-1468 identifier identifier identifier

Directional dual-tree complex wavelet packet transform implementation using band-limited synthetic signals

Serbes G., AYDIN N., Gulcur H.
International Conference on Health Informatics, ICHI 2013, Vilamoura, Portugal, 7 - 09 November 2013, vol.42, pp.9-12 identifier

Symmetrical Directional Dual-Tree Complex Wavelet Packet Transform

Serbes G., Gulcur H. O., AYDIN N.
36th Annual International Conference of the IEEE-Engineering-in-Medicine-and-Biology-Society (EMBC), Illinois, United States Of America, 26 - 30 August 2014, pp.820-823 identifier identifier identifier

An Emboli Detection System Based on Dual Tree Complex Wavelet Transform

Serbes G., Sakar B. E., AYDIN N., Gulcur H.
13th Mediterranean Conference on Medical and Biological Engineering and Computing 2013, MEDICON 2013, Sevilla, Spain, 25 - 28 September 2013, vol.41, pp.819-822 identifier

Directional Dual-Tree Complex Wavelet Packet Transform

Serbes G., AYDIN N., Gulcur H. O.
35th Annual International Conference of the IEEE-Engineering-in-Medicine-and-Biology-Society (EMBC), Osaka, Japan, 3 - 07 July 2013, pp.3046-3049 identifier identifier identifier

Embolic Doppler ultrasound signal detection using modified dual tree complex wavelet transform

Serbes G., AYDIN N.
IEEE-EMBS International Conference on Biomedical and Health Informatics, BHI 2012. In Conj. with the 8th Int. Symp.on Medical Devices and Biosensors and the 7th Int. Symp. on Biomedical and Health Engineering, Hong Kong and Shenzhen, China, 2 - 07 January 2012, pp.945-947 identifier

Extracellular spike detection with resonance based signal decomposition Rezonans esasli i̇şaret ayriştirmasi kullanilarak hücre dişi si̇ni̇rsel i̇ǧneci̇k tespi̇ti̇

Serbes G., Kocatürk M., Gülçür H. Ö., AYDIN N.
2012 20th Signal Processing and Communications Applications Conference, SIU 2012, Fethiye, Mugla, Turkey, 18 - 20 April 2012 identifier

Pulmonary crackle detection using time-frequency analysis Zaman-frekans anali̇zi̇ kullanarak pulmoner çitirti tespi̇ti̇

Serbes G., Şakar C. O., Kahya Y., AYDIN N.
2012 20th Signal Processing and Communications Applications Conference, SIU 2012, Fethiye, Mugla, Turkey, 18 - 20 April 2012 identifier

Effect of different window and wavelet types on the performance of a novel crackle detection algorithm

Serbes G., Sakar C. O., Kahya Y. P., AYDIN N.
5th International Conference on Convergence and Hybrid Information Technology, ICHIT 2011, Daejeon, South Korea, 22 - 24 September 2011, pp.575-581 identifier

Denoising embolic doppler signals using modified complex discrete wavelet transform Emboli̇k doppler i̇şaretleri̇ni̇n modi̇fi̇ye edi̇lmi̇ş karmaşik ayrik dalgacik dönüş ümü i̇le gürültüden arindirilmasi

Serbes G., AYDIN N.
2011 IEEE 19th Signal Processing and Communications Applications Conference, SIU 2011, Antalya, Turkey, 20 - 22 April 2011, pp.566-569 identifier

Denoising embolic doppler signals using modified complex discrete wavelet transform

SERBES G., AYDIN N.
2011 IEEE 19th Signal Processing and Communications Applications Conference (SIU), Antalya, Turkey, 20 - 22 April 2011 identifier

Symmetrical Modified Dual Tree Complex Wavelet Transform for Processing Quadrature Doppler Ultrasound Signals

Serbes G., AYDIN N.
33rd Annual International Conference of the IEEE Engineering-in-Medicine-and-Biology-Society (EMBS), Massachusetts, United States Of America, 30 August - 03 September 2011, pp.4816-4819 identifier identifier identifier

Feature Extraction using Time-Frequency/Scale Analysis and Ensemble of Feature Sets for Crackle Detection

Serbes G., Sakar C. O., Kahya Y. P., AYDIN N.
33rd Annual International Conference of the IEEE Engineering-in-Medicine-and-Biology-Society (EMBS), Massachusetts, United States Of America, 30 August - 03 September 2011, pp.3314-3317 identifier identifier identifier

Denoising performance of modified dual tree complex wavelet transform

Serbes G., AYDIN N.
10th International Conference on Information Technology and Applications in Biomedicine: Emerging Technologies for Patient Specific Healthcare, ITAB 2010, Corfu, Greece, 2 - 05 November 2010 identifier

Denoising Embolic Doppler Ultrasound Signals Using Dual Tree Complex Discrete Wavelet Transform

Serbes G., AYDIN N.
32nd Annual International Conference of the IEEE Engineering-in-Medicine-and-Biology-Society (EMBC 10), Buenos Aires, Argentina, 30 August - 04 September 2010, pp.1840-1843 identifier identifier identifier

A Complex Discrete Wavelet Transform for Processing Quadrature Doppler Ultrasound Signals

Serbes G., Aydin N.
9th International Conference on Information Technology and Applications in Biomedicine, Larnaka, Cyprus (Gkry), 4 - 07 November 2009, pp.258-259 identifier identifier identifier

A New Wavelet Transform Method for Processing Doppler Signals

Serbes G., Aydin N.
14th National Biomedical Engineering Meeting, İzmir, Turkey, 20 - 22 May 2009, pp.120-121 identifier identifier
Books & Book Chapters

Medikal Görüntü İşleme ve Makine Öğrenmesi

İlhan H. O., Serbes G.
in: Biyomedikal Mühendisliğinin Temelleri, İsmail Devecioğlu, Editor, Nobel Yayın Dağıtım, İstanbul, pp.303-337, 2022

Biyomedikal İşaret İşleme

Serbes G., İlhan H. O.
in: Biyomedikal Mühendisliğinin Temelleri, İsmail Devecioğlu, Editor, Nobel Yayın Dağıtım, İstanbul, pp.141-220, 2022

Medikal Görüntü İşleme ve Makine Öğrenmesi

İLHAN H. O., SERBES G.
in: Biyomedikal Mühendisliğinin Temelleri, İsmail Devecioğlu, Editor, Nobel Akademi, Ankara, pp.303-339, 2022

Biyomedikal İşaret İşleme

SERBES G., İLHAN H. O.
in: Biyomedikal Mühendisliğinin Temelleri, İsmail Devecioğlu, Editor, Nobel Akademi, pp.141-221, 2022

Effect of Different Window and Wavelet Types on the Performance of a Novel Crackle Detection Algorithm

Serbes G., Şakar C. O., Aydın N., Kahya Z. Y.
in: Lecture Notes in Computer Science, Volume 6935, Convergence and Hybrid Information Technology, Lee Geuk,Howard Daniel,Ślęzak Dominik, Editor, Springer, London/Berlin , Berlin, pp.575-581, 2011 Creative Commons License
Metrics

Publication

74

Citation (WoS)

487

H-Index (WoS)

12

Citation (Scopus)

1251

H-Index (Scopus)

15

Citiation (Sum Other)

2

Project

7

Open Access

62
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