Yayınlar

Makaleler

Automated Lumbar Disc Intensity Classification From MRI Scans Using Region-Based CNNs and Transformer Models

ULUTAŞ H., ERKOÇ M. F., Ozbay E., ŞAHİN M. E., Karakus M. O., YÜCE E.

International Journal of Imaging Systems and Technology, cilt.35, sa.6, 2025 (SCI-Expanded, Scopus)

AI Models for Accurate Bacterial Pneumonia Diagnosis in Chest X-ray Images

Aydın C., Kızılkaya H., Şahin M. E., Ulutaş H.

Bozok Tıp Dergisi, cilt.15, sa.2, ss.169-177, 2025 (TRDizin)

Innovative Hybrid CNN+ SVM Model for Accurate Covid-19 Detection From CT Images

Ulutaş H., Coşar H. İ., Şahin M. E., Erkoç M. F., Yüce E.

Düzce Üniversitesi Bilim ve Teknoloji Dergisi, cilt.13, sa.2, ss.868-892, 2025 (TRDizin)

Efficient Cerebral Infarction Segmentation Using U-Net and U-Net3 + Models

Yüce E., Şahin M. E., Ulutaş H., Erkoç M. F.

Journal of Imaging Informatics in Medicine, 2025 (SCI-Expanded, Scopus)

Innovative Hybrid CNN+ SVM Model for Accurate Covid-19 Detection From CT Images

ULUTAŞ H., COŞAR H. İ., ŞAHİN M. E., ERKOÇ M. F., Yüce E.

Düzce Üniversitesi Bilim ve Teknoloji Dergisi, cilt.13, sa.2, ss.868-892, 2025 (TRDizin) Sürdürülebilir Kalkınma

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

Ulutaş H.

Turkish Journal of Science & Technology, cilt.19, sa.2, ss.485-495, 2024 (TRDizin)

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, cilt.36, sa.29, ss.18313-18341, 2024 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma

Comparative analysis of machine learning algorithms for schizophrenia detection

Coşar H. İ., Şahin M. E.

Bozok Journal of Engineering and Architecture, cilt.3, sa.2, ss.33-41, 2024 (Hakemli Dergi) Sürdürülebilir Kalkınma

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, cilt.34, sa.5, 2024 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma

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, cilt.183, 2024 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma

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

ULUTAŞ H., ARSLAN R. S., ŞAHİN M. E., COŞAR H. İ., ARISOY Ç., KÖKSAL A. S., et al.

Elektronika ir Elektrotechnika, cilt.30, sa.6, ss.29-36, 2024 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma

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, cilt.43, sa.4, ss.684-699, 2023 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma

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, cilt.40, sa.4, ss.1385-1400, 2023 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma

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, cilt.74, ss.345-358, 2023 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma

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, cilt.35, sa.18, ss.13597-13611, 2023 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma

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, cilt.35, sa.10, ss.7495-7508, 2023 (SCI-Expanded, Scopus)

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, cilt.0, sa.0, ss.1-13, 2023 (SCI-Expanded, Scopus)

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

Emin Sahin M. E.

Biomedical Signal Processing and Control, cilt.78, 2022 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma

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

ŞAHİN M. E.

Firat Universitesi, 2022 (TRDizin)

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, cilt.146, 2022 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma

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

Şahin M. E., Ulutaş H., Yüce E.

Avrupa Bilim ve Teknoloji Dergisi, sa.28, ss.562-567, 2021 (TRDizin)

Yayınlar

Makaleler

Automated Lumbar Disc Intensity Classification From MRI Scans Using Region-Based CNNs and Transformer Models

AI Models for Accurate Bacterial Pneumonia Diagnosis in Chest X-ray Images

Innovative Hybrid CNN+ SVM Model for Accurate Covid-19 Detection From CT Images

Efficient Cerebral Infarction Segmentation Using U-Net and U-Net3 + Models

Innovative Hybrid CNN+ SVM Model for Accurate Covid-19 Detection From CT Images

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

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

Comparative analysis of machine learning algorithms for schizophrenia detection

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

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

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

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

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

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

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

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

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

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

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

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

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

Hakemli Bilimsel Toplantılarda Yayımlanmış Bildiriler

Classification of White Blood Cells Using Deep Learning Methods

Prediction of disease on embedded systems with machine learning algorithms

Machine Learning and Feature Selection Based Cardiovascular Disease Prediction

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

Classification of Cerebral Infarction Using Convolutional Neural Networks

Classification of White Blood Cells Using Deep Learning Methods