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Ishak Pacal
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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
1822020
A robust real-time deep learning based automatic polyp detection system
I Pacal, D Karaboga
Computers in Biology and Medicine 134, 104519, 2021
1112021
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
972022
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
412023
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
392023
Deep learning-based approaches for robust classification of cervical cancer
I Pacal, S Kılıcarslan
Neural Computing and Applications 35 (25), 18813-18828, 2023
322023
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
262022
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
252024
MaxCerVixT: A novel lightweight vision transformer-based Approach for precise cervical cancer detection
I Pacal
Knowledge-Based Systems 289, 111482, 2024
122024
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
92024
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
82023
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
72024
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
72024
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
72023
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
42024
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
42023
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
32023
Real-time sign language recognition based on YOLO algorithm
M Alaftekin, I Pacal, K Cicek
Neural Computing and Applications 36 (14), 7609-7624, 2024
22024
Few-shot classification of ultrasound breast cancer images using meta-learning algorithms
G Işık, İ Paçal
Neural Computing and Applications, 1-13, 2024
22024
Domates Yapraklarında Hastalık Tespiti İçin Transfer Öğrenme Metotlarının Kullanılması
S Kılıçarslan, I Pacal
Mühendislik Bilimleri ve Araştırmaları Dergisi 5 (2), 215-222, 2023
22023
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