A comprehensive review of deep learning in colon cancer I Pacal, D Karaboga, A Basturk, B Akay, U Nalbantoglu Computers in Biology and Medicine 126, 104003, 2020 | 182 | 2020 |
A robust real-time deep learning based automatic polyp detection system I Pacal, D Karaboga Computers in Biology and Medicine 134, 104519, 2021 | 111 | 2021 |
An efficient real-time colonic polyp detection with YOLO algorithms trained by using negative samples and large datasets I Pacal, A Karaman, D Karaboga, B Akay, A Basturk, U Nalbantoglu, ... Computers in biology and medicine 141, 105031, 2022 | 97 | 2022 |
Hyper-parameter optimization of deep learning architectures using artificial bee colony (ABC) algorithm for high performance real-time automatic colorectal cancer (CRC) polyp … A Karaman, D Karaboga, I Pacal, B Akay, A Basturk, U Nalbantoglu, ... Applied Intelligence 53 (12), 15603-15620, 2023 | 41 | 2023 |
Robust real-time polyp detection system design based on YOLO algorithms by optimizing activation functions and hyper-parameters with artificial bee colony (ABC) A Karaman, I Pacal, A Basturk, B Akay, U Nalbantoglu, S Coskun, O Sahin, ... Expert systems with applications 221, 119741, 2023 | 39 | 2023 |
Deep learning-based approaches for robust classification of cervical cancer I Pacal, S Kılıcarslan Neural Computing and Applications 35 (25), 18813-18828, 2023 | 32 | 2023 |
Deep Learning Approaches for Classification of Breast Cancer in Ultrasound (US) Images İ PACAL Journal of the Institute of Science and Technology 12 (4), 1917-1927, 2022 | 26 | 2022 |
Enhancing crop productivity and sustainability through disease identification in maize leaves: Exploiting a large dataset with an advanced vision transformer model I Pacal Expert Systems with Applications 238, 122099, 2024 | 25 | 2024 |
MaxCerVixT: A novel lightweight vision transformer-based Approach for precise cervical cancer detection I Pacal Knowledge-Based Systems 289, 111482, 2024 | 12 | 2024 |
Advancements in deep learning for accurate classification of grape leaves and diagnosis of grape diseases I Kunduracioglu, I Pacal Journal of Plant Diseases and Protection 131 (3), 1061-1080, 2024 | 9 | 2024 |
Derin Evrişimli Sinir Ağları Kullanılarak Pirinç Hastalıklarının Sınıflandırılması E VEZIROGLU, I PACAL, A COŞKUNÇAY Journal of the Institute of Science and Technology 13 (2), 792-814, 2023 | 8 | 2023 |
Machine learning applications in detection and diagnosis of urology cancers: a systematic literature review M Lubbad, D Karaboga, A Basturk, B Akay, U Nalbantoglu, I Paçal Neural Computing and Applications 36 (12), 6355-6379, 2024 | 7 | 2024 |
A novel Swin transformer approach utilizing residual multi-layer perceptron for diagnosing brain tumors in MRI images I Pacal International Journal of Machine Learning and Cybernetics, 1-19, 2024 | 7 | 2024 |
Göğüs Röntgeni Görüntülerinden Otomatik COVID-19 Teşhisi için Görü Transformatörüne Dayalı Bir Yaklaşım I PACAL Journal of the Institute of Science and Technology 13 (2), 778-791, 2023 | 7 | 2023 |
A robust deep learning model for the classification of dental implant brands IL Kurtulus, M Lubbad, OMD Yilmaz, K Kilic, D Karaboga, A Basturk, ... Journal of Stomatology, Oral and Maxillofacial Surgery, 101818, 2024 | 4 | 2024 |
A comparative study of YOLO models and a transformer-based YOLOv5 model for mass detection in mammograms D COŞKUN, D KARABOĞA, A BAŞTÜRK, B Akay, ÖU NALBANTOĞLU, ... Turkish Journal of Electrical Engineering and Computer Sciences 31 (7), 1294 …, 2023 | 4 | 2023 |
Türk İşaret Dilinin Sınıflandırılması için Derin Öğrenme Yaklaşımları I PACAL, M ALAFTEKİN Journal of the Institute of Science and Technology 13 (2), 760-777, 2023 | 3 | 2023 |
Real-time sign language recognition based on YOLO algorithm M Alaftekin, I Pacal, K Cicek Neural Computing and Applications 36 (14), 7609-7624, 2024 | 2 | 2024 |
Few-shot classification of ultrasound breast cancer images using meta-learning algorithms G Işık, İ Paçal Neural Computing and Applications, 1-13, 2024 | 2 | 2024 |
Domates Yapraklarında Hastalık Tespiti İçin Transfer Öğrenme Metotlarının Kullanılması S Kılıçarslan, I Pacal Mühendislik Bilimleri ve Araştırmaları Dergisi 5 (2), 215-222, 2023 | 2 | 2023 |