Publications

Published journal articles indexed by SCI, SSCI, and AHCI

Detection of OSA Through the Application of Deep Learning on Polysomnography Data

Ulutaş H., Arslan R. S., Şahin M. E., Coşar H. İ., Arısoy Ç., Köksal A. S., et al.
ELEKTRONIKA IR ELEKTROTECHNIKA, vol.30, no.6, pp.29-36, 2024 (SCI-Expanded) Sustainable Development

Detecting diabetes in an ensemble model using a unique PSO-GWO hybrid approach to hyperparameter optimization

Ulutaş H., Günay R. B., Şahin M. E.
Neural Computing and Applications, vol.36, no.29, pp.18313-18341, 2024 (SCI-Expanded) Sustainable Development identifier

Intervertebral Cervical Disc Intensity (IVCDI) Detection and Classification on MRI Scans Using Deep Learning Methods

Erkoç M. F., Ulutaş H., Şahin M. E.
International Journal of Imaging Systems and Technology, vol.34, no.5, 2024 (SCI-Expanded) Sustainable Development identifier

Real time hybrid medical image encryption algorithm combining memristor-based chaos with DNA coding

Demirkol A. S., Şahin M. E., Karakaya B., Ulutaş H., Ascoli A., Tetzlaff R.
Chaos, Solitons and Fractals, vol.183, 2024 (SCI-Expanded) Sustainable Development identifier

End-to end decision support system for sleep apnea detection and Apnea-Hypopnea Index calculation using hybrid feature vector and Machine learning

ARSLAN R. S., ULUTAŞ H., KÖKSAL A. S., BAKIR M., Çiftçi B.
Biocybernetics and Biomedical Engineering, vol.43, no.4, pp.684-699, 2023 (SCI-Expanded) Sustainable Development identifier

Tree-Based Machine Learning Techniques for Automated Human Sleep Stage Classification

ARSLAN R. S., ULUTAŞ H., KÖKSAL A. S., BAKIR M., Çiftçi B.
Traitement du Signal, vol.40, no.4, pp.1385-1400, 2023 (SCI-Expanded) Sustainable Development identifier

Application of a novel deep learning technique using CT images for COVID-19 diagnosis on embedded systems

Ulutaş H., Şahin M., Karakus M. O.
Alexandria Engineering Journal, vol.74, pp.345-358, 2023 (SCI-Expanded) Sustainable Development identifier

Detection and classification of COVID-19 by using faster R-CNN and mask R-CNN on CT images

ŞAHİN M., ULUTAŞ H., Yuce E., ERKOÇ M. F.
Neural Computing and Applications, vol.35, no.18, pp.13597-13611, 2023 (SCI-Expanded) Sustainable Development identifier identifier identifier

Sensitive deep learning application on sleep stage scoring by using all PSG data

ARSLAN R. S., ULUTAŞ H., KÖKSAL A. S., BAKIR M., Ciftci B.
NEURAL COMPUTING & APPLICATIONS, vol.35, no.10, pp.7495-7508, 2023 (SCI-Expanded) identifier identifier

Image processing and machine learning‐based bone fracture detection and classification using X‐ray images

Şahin M. E.
INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY, vol.0, no.0, pp.1-13, 2023 (SCI-Expanded)

Deep learning-based approach for detecting COVID-19 in chest X-rays

Emin Sahin M. E.
Biomedical Signal Processing and Control, vol.78, 2022 (SCI-Expanded) Sustainable Development identifier identifier identifier

Automated sleep scoring system using multi-channel data and machine learning

Arslan R. S., Ulutaş H., Köksal A. S., Bakır M., Çiftci B.
COMPUTERS IN BIOLOGY AND MEDICINE, vol.146, 2022 (SCI-Expanded) Sustainable Development identifier identifier identifier

Articles Published in Other Journals

Comparative analysis of machine learning algorithms for schizophrenia detection

Coşar H. İ., Şahin M. E.
Bozok Journal of Engineering and Architecture, vol.3, no.2, pp.33-41, 2024 (Peer-Reviewed Journal) Sustainable Development

A deep learning-based U-Net 3+ technique for segmentation blood cell

Ulutaş H.
Turkish Journal of Science & Technology, vol.19, no.2, pp.485-495, 2024 (Peer-Reviewed Journal)

A deep learning-based technique for diagnosing retinal disease by using optical coherence tomography (OCT) images

ŞAHİN M. E.
Firat Universitesi, 2022 (Peer-Reviewed Journal)

A deep learning approach for detecting pneumonia in chest X-rays

Şahin M. E., Ulutaş H., Yüce E.
Avrupa Bilim ve Teknoloji Dergisi, no.28, pp.562-567, 2021 (Peer-Reviewed Journal)

Refereed Congress / Symposium Publications in Proceedings

Automated Segmentation of Dental Structures in Panoramic Radiographs Using U-Net 3+

Şahin M. E., Ulutaş H., Süzgen E. E.
8th International Artificial Intelligence and Data Processing Symposium (IDAP’24), Malatya, Turkey, 21 - 22 September 2024, pp.1-7 Sustainable Development identifier

Machine Learning and Feature Selection Based Cardiovascular Disease Prediction

Süzgen E. E., Güngör Ulutaş E., Şahin M. E.
3rd International Congress of Electrical and Computer Engineering, Balıkesir, Turkey, 27 - 30 November 2024, pp.1-3 Sustainable Development

Classification of Cerebral Infarction Using Convolutional Neural Networks

Yüce E., ŞAHİN M. E., ULUTAŞ H., ERKOÇ M. F.
2024 Innovations in Intelligent Systems and Applications Conference (ASYU), 16 - 18 October 2024

Prediction of disease on embedded systems with machine learning algorithms

Varol A., Şahin M. E.
2nd International Conference on Applied Engineering and Natural Sciences, Konya, Turkey, 15 - 18 October 2022, vol.1, no.1, pp.1032-1037

Classification of White Blood Cells Using Deep Learning Methods

Şahin M. E., Yüce E.
10. Uluslararası Akademik Araştırmalar Kongresi , Ankara, Turkey, 27 January 2023, pp.95