| 2021 |
A robust real-time deep learning based automatic polyp detection system |
Uluslararası |
PAÇAL İSHAK, KARABOĞA DERVİŞ |
Computers in Biology and Medicine |
134 |
|
http://dx.doi.org/10.1016/j.compbiomed.2021.104519 |
| 2020 |
A comprehensive review of deep learning in colon cancer |
Uluslararası |
PAÇAL İSHAK, KARABOĞA DERVİŞ, BAŞTÜRK ALPER, AKAY BAHRİYE, NALBANTOĞLU ÖZKAN UFUK |
COMPUTERS IN BIOLOGY AND MEDICINE |
126 |
2020 |
https://www.sciencedirect.com/science/article/pii/S0010482520303346 |
| 2022 |
An efficient real-time colonic polyp detection with YOLO algorithms trained by using negative samples and large datasets |
Uluslararası |
PAÇAL İSHAK, KARAMAN AHMET, KARABOĞA DERVİŞ, AKAY BAHRİYE, BAŞTÜRK ALPER, NALBANTOĞLU ÖZKAN UFUK, çoşkun şeymanur |
COMPUTERS IN BIOLOGY AND MEDICINE |
|
2021 |
https://www.sciencedirect.com/science/article/abs/pii/S0010482521008258?via%3Dihub |
| 2021 |
A robust real-time deep learning based automatic polyp detection system |
Uluslararası |
PAÇAL İSHAK, KARABOĞA DERVİŞ |
COMPUTERS IN BIOLOGY AND MEDICINE |
134 |
2021 |
https://www.sciencedirect.com/science/article/abs/pii/S0010482521003139 |
| 2022 |
An efficient real-time colonic polyp detection with YOLO algorithms trained by using negative samples and large datasets |
Uluslararası |
PAÇAL İSHAK, KARAMAN AHMET, KARABOĞA DERVİŞ, AKAY BAHRİYE, BAŞTÜRK ALPER, NALBANTOĞLU ÖZKAN UFUK, Coşkun Şeymanur |
Computers in Biology and Medicine |
|
|
http://dx.doi.org/10.1016/j.compbiomed.2021.105031 |
| 2022 |
Hyper-parameter optimization of deep learning architectures using artificial bee colony (ABC) algorithm for high performance real-time automatic colorectal cancer (CRC) polyp detection |
Uluslararası |
Karaman Ahmet, KARABOĞA DERVİŞ, PAÇAL İSHAK, AKAY BAHRİYE, BAŞTÜRK ALPER, Nalbantoglu O. Ufuk, Coskun Seymanur, ŞAHİN ÖMÜR |
Applied Intelligence |
|
|
http://dx.doi.org/10.1007/s10489-022-04299-1 |
| 2022 |
Deep Learning Approaches for Classification of Breast Cancer in Ultrasound (US) Images |
Ulusal |
PAÇAL İSHAK |
Journal of the Institute of Science and Technology |
12 |
4 |
https://dergipark.org.tr/en/pub/jist/issue/73493/1183679 |
| 2023 |
Robust real-time polyp detection system design based on YOLO algorithms by optimizing activation functions and hyper-parameters with artificial bee colony (ABC) |
Uluslararası |
KARAMAN AHMET, PAÇAL İSHAK, BAŞTÜRK ALPER, AKAY BAHRİYE, NALBANTOĞLU ÖZKAN UFUK, Coşkun Şeymanur, ŞAHİN ÖMÜR, KARABOĞA DERVİŞ |
Expert Systems with Applications |
221 |
|
http://dx.doi.org/10.1016/j.eswa.2023.119741 |
| 2023 |
Domates Yapraklarında Hastalık Tespiti İçin Transfer Öğrenme Metotlarının Kullanılması |
Ulusal |
KILIÇARSLAN SERHAT, PAÇAL İSHAK |
Mühendislik Bilimleri ve Araştırmaları Dergisi |
5 |
2 |
http://dx.doi.org/10.46387/bjesr.1273729 |
| 2022 |
Hyper-parameter optimization of deep learning architectures using artificial bee colony (ABC) algorithm for high performance real-time automatic colorectal cancer (CRC) polyp detection |
Uluslararası |
KARAMAN AHMET, KARABOĞA DERVİŞ, PAÇAL İSHAK, AKAY BAHRİYE, BAŞTÜRK ALPER, NALBANTOĞLU ÖZKAN UFUK, Coşkun Şeymanur, ŞAHİN ÖMÜR |
Applied Intelligence |
53 |
|
http://dx.doi.org/10.1007/s10489-022-04299-1 |
| 2023 |
Göğüs Röntgeni Görüntülerinden Otomatik COVID-19 Teşhisi için Görü Transformatörüne Dayalı Bir Yaklaşım |
Ulusal |
PAÇAL İSHAK |
Iğdır Üniversitesi Fen Bilimleri Enstitüsü Dergisi |
13 |
2 |
https://dergipark.org.tr/tr/pub/jist/issue/77307/1225156 |
| 2023 |
Türk İşaret Dilinin Sınıflandırılması için Derin Öğrenme Yaklaşımları |
Ulusal |
PAÇAL İSHAK, Alaftekin Melek |
Iğdır Üniversitesi Fen Bilimleri Enstitüsü Dergisi |
13 |
2 |
https://dergipark.org.tr/tr/pub/jist/issue/77307/1223457 |
| 2023 |
Deep learning-based approaches for robust classification of cervical cancer |
Uluslararası |
PAÇAL İSHAK, KILIÇARSLAN SERHAT |
Neural Computing and Applications |
35 |
|
http://dx.doi.org/10.1007/s00521-023-08757-w |
| 2024 |
Real-time sign language recognition based on YOLO algorithm |
Uluslararası |
Alaftekin Melek, PAÇAL İSHAK, ÇİÇEK KENAN |
Neural Computing and Applications |
|
|
http://dx.doi.org/10.1007/s00521-024-09503-6 |
| 2023 |
A comparative study of YOLO models and a transformer-based YOLOv5 model for mass detection in mammograms |
Uluslararası |
COŞKUN DAMLA, KARABOĞA DERVİŞ, BAŞTÜRK ALPER, AKAY BAHRİYE, NALBANTOĞLU ÖZKAN UFUK, DOĞAN SERAP, PAÇAL İSHAK, KARAGÖZ MERYEM ALTIN |
The Scientific and Technological Research Council of Turkey (TUBITAK-ULAKBIM) - DIGITAL COMMONS JOURNALS |
31 |
7 |
http://dx.doi.org/10.55730/1300-0632.4048 |
| 2024 |
Machine learning applications in detection and diagnosis of urology cancers: a systematic literature review |
Uluslararası |
Lubbad Mohammed, KARABOĞA DERVİŞ, BAŞTÜRK ALPER, AKAY BAHRİYE, NALBANTOĞLU ÖZKAN UFUK, PAÇAL İSHAK |
Neural Computing and Applications |
|
|
http://dx.doi.org/10.1007/s00521-023-09375-2 |
| 2024 |
Enhancing crop productivity and sustainability through disease identification in maize leaves: Exploiting a large dataset with an advanced vision transformer model |
Uluslararası |
PAÇAL İSHAK |
Expert Systems with Applications |
238 |
|
http://dx.doi.org/10.1016/j.eswa.2023.122099 |
| 2023 |
Derin Evrişimli Sinir Ağları Kullanılarak Pirinç Hastalıklarının Sınıflandırılması |
Uluslararası |
VEZİROĞLU ERKAN, PAÇAL İSHAK, COŞKUNÇAY AHMET |
Journal of the Institute of Science and Technology |
13 |
2 |
http://dx.doi.org/10.21597/jist.1265769 |
| 2024 |
MaxCerVixT: A novel lightweight vision transformer-based Approach for precise cervical cancer detection |
Uluslararası |
PAÇAL İSHAK |
Knowledge-Based Systems |
289 |
|
http://dx.doi.org/10.1016/j.knosys.2024.111482 |
| 2024 |
A novel Swin transformer approach utilizing residual multi-layer perceptron for diagnosing brain tumors in MRI images |
Uluslararası |
PAÇAL İSHAK |
International Journal of Machine Learning and Cybernetics |
|
|
http://dx.doi.org/10.1007/s13042-024-02110-w |
| 2024 |
Advancements in deep learning for accurate classification of grape leaves and diagnosis of grape diseases |
Uluslararası |
KUNDURACIOĞLU İSMAİL,PAÇAL İSHAK |
Journal of Plant Diseases and Protection |
|
|
http://dx.doi.org/10.1007/s41348-024-00896-z |
