An efficient real-time colonic polyp detection with YOLO algorithms trained by using negative samples and large datasets
Pacal, Ishak, Karaman, Ahmet, Karaboga, Dervis, Akay, Bahriye, Basturk, Alper, Nalbantoglu, Ufuk, Coskun, Seymanur
Published in Computers in biology and medicine (01.02.2022)
Published in Computers in biology and medicine (01.02.2022)
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Journal Article
A comprehensive review of deep learning in colon cancer
Pacal, Ishak, Karaboga, Dervis, Basturk, Alper, Akay, Bahriye, Nalbantoglu, Ufuk
Published in Computers in biology and medicine (01.11.2020)
Published in Computers in biology and medicine (01.11.2020)
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Journal Article
Real-time sign language recognition based on YOLO algorithm
Alaftekin, Melek, Pacal, Ishak, Cicek, Kenan
Published in Neural computing & applications (01.05.2024)
Published in Neural computing & applications (01.05.2024)
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Journal Article
Robust real-time polyp detection system design based on YOLO algorithms by optimizing activation functions and hyper-parameters with artificial bee colony (ABC)
Karaman, Ahmet, Pacal, Ishak, Basturk, Alper, Akay, Bahriye, Nalbantoglu, Ufuk, Coskun, Seymanur, Sahin, Omur, Karaboga, Dervis
Published in Expert systems with applications (01.07.2023)
Published in Expert systems with applications (01.07.2023)
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Journal Article
Hyper-parameter optimization of deep learning architectures using artificial bee colony (ABC) algorithm for high performance real-time automatic colorectal cancer (CRC) polyp detection
Karaman, Ahmet, Karaboga, Dervis, Pacal, Ishak, Akay, Bahriye, Basturk, Alper, Nalbantoglu, Ufuk, Coskun, Seymanur, Sahin, Omur
Published in Applied intelligence (Dordrecht, Netherlands) (01.06.2023)
Published in Applied intelligence (Dordrecht, Netherlands) (01.06.2023)
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Journal Article
A robust deep learning model for the classification of dental implant brands
Leblebicioglu Kurtulus, Ikbal, Lubbad, Mohammed, Yilmaz, Ozden Melis Durmaz, Kilic, Kerem, Karaboga, Dervis, Basturk, Alper, Akay, Bahriye, Nalbantoglu, Ufuk, Yilmaz, Serkan, Ayata, Mustafa, Pacal, Ishak
Published in Journal of stomatology, oral and maxillofacial surgery (08.03.2024)
Published in Journal of stomatology, oral and maxillofacial surgery (08.03.2024)
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Journal Article
A Comparative Analysis of Deep Learning-Based Approaches for Classifying Dental Implants Decision Support System
Lubbad, Mohammed A H, Kurtulus, Ikbal Leblebicioglu, Karaboga, Dervis, Kilic, Kerem, Basturk, Alper, Akay, Bahriye, Nalbantoglu, Ozkan Ufuk, Yilmaz, Ozden Melis Durmaz, Ayata, Mustafa, Yilmaz, Serkan, Pacal, Ishak
Published in Journal of imaging informatics in medicine (02.04.2024)
Published in Journal of imaging informatics in medicine (02.04.2024)
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Journal Article
A comparative study of YOLO models and a transformer-based YOLOv5 model for mass detection in mammograms
COŞKUN, DAMLA, KARABOĞA, DERVİŞ, BAŞTÜRK, ALPER, AKAY, BAHRİYE, NALBANTOĞLU, ÖZKAN UFUK, DOĞAN, SERAP, PAÇAL, İSHAK, KARAGÖZ, MERYEM ALTIN
Published in Elektrik : Turkish journal of electrical engineering & computer sciences (30.11.2023)
Published in Elektrik : Turkish journal of electrical engineering & computer sciences (30.11.2023)
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Journal Article
Türk İşaret Dilinin Sınıflandırılması için Derin Öğrenme Yaklaşımları
PACAL, Ishak, ALAFTEKİN, Melek
Published in Iğdır Üniversitesi Fen Bilimleri Enstitüsü Dergisi (01.06.2023)
Published in Iğdır Üniversitesi Fen Bilimleri Enstitüsü Dergisi (01.06.2023)
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