| 2021 |
A robust real-time deep learning based automatic polyp detection system |
International |
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 |
International |
PAÇAL İSHAK,KARABOĞA DERVİŞ,BAŞTÜRK ALPER,AKAY BAHRİYE,NALBANTOĞLU ÖZKAN UFUK |
Computers in Biology and Medicine |
126 |
|
https://doi.org/10.1016/j.compbiomed.2020.104003 |
| 2022 |
An efficient real-time colonic polyp detection with YOLO algorithms trained by using negative samples and large datasets |
International |
PAÇAL İSHAK,KARAMAN AHMET,KARABOĞA DERVİŞ,AKAY BAHRİYE,BAŞTÜRK ALPER,NALBANTOĞLU ÖZKAN UFUK,ÇOŞKUN ŞEYMANUR |
Computers in Biology and Medicine |
141 |
|
https://doi.org/10.1016/j.compbiomed.2021.105031 |
| 2021 |
A robust real-time deep learning based automatic polyp detection system |
International |
PAÇAL İSHAK,KARABOĞA DERVİŞ |
Computers in Biology and Medicine |
134 |
|
https://doi.org/10.1016/j.compbiomed.2021.104519 |
| 2022 |
An efficient real-time colonic polyp detection with YOLO algorithms trained by using negative samples and large datasets |
International |
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 |
International |
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 |
National |
PAÇAL İSHAK |
Iğdır Üniversitesi Fen Bilimleri Enstitüsü Dergisi |
12 |
4 |
https://doi.org/10.21597/jist.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) |
International |
KARAMAN AHMET,PAÇAL İSHAK,BAŞTÜRK ALPER,AKAY BAHRİYE,NALBANTOĞLU ÖZKAN UFUK,ÇOŞKUN ŞEYMANUR,ŞAHİN ÖMÜR,KARABOĞA DERVİŞ |
Expert Systems with Applications |
221 |
|
https://doi.org/10.1016/j.eswa.2023.119741 |
| 2023 |
Domates Yapraklarında Hastalık Tespiti İçin Transfer Öğrenme Metotlarının Kullanılması |
National |
KILIÇARSLAN SERHAT,PAÇAL İSHAK |
Mühendislik Bilimleri ve Araştırmaları Dergisi |
5 |
2 |
http://dx.doi.org/10.46387/bjesr.1273729 |
| 2023 |
Hyper-parameter optimization of deep learning architectures using artificial bee colony (ABC) algorithm for high performance real-time automatic colorectal cancer (CRC) polyp detection |
International |
KARAMAN AHMET,KARABOĞA DERVİŞ,PAÇAL İSHAK,AKAY BAHRİYE,BAŞTÜRK ALPER,NALBANTOĞLU ÖZKAN UFUK,ÇOŞKUN ŞEYMANUR,ŞAHİN ÖMÜR |
Applied Intelligence |
53 |
|
https://doi.org/10.1007/s10489-022-04299-1 |
| 2023 |
Göğüs Röntgeni Görüntülerinden Otomatik COVID-19 Teşhisi için Görü Transformatörüne Dayalı Bir Yaklaşım |
National |
PAÇAL İSHAK |
Iğdır Üniversitesi Fen Bilimleri Enstitüsü Dergisi |
13 |
2 |
https://doi.org/10.21597/jist.1225156 |
| 2023 |
Türk İşaret Dilinin Sınıflandırılması için Derin Öğrenme Yaklaşımları |
National |
PAÇAL İSHAK,Alaftekin Melek |
Iğdır Üniversitesi Fen Bilimleri Enstitüsü Dergisi |
13 |
2 |
https://doi.org/10.21597/jist.1223457 |
| 2023 |
Deep learning-based approaches for robust classification of cervical cancer |
International |
PAÇAL İSHAK,KILIÇARSLAN SERHAT |
Neural Computing and Applications |
35 |
|
https://doi.org/10.1007/s00521-023-08757-w |
| 2024 |
Real-time sign language recognition based on YOLO algorithm |
International |
ALAFTEKİN MELEK,PAÇAL İSHAK,ÇİÇEK KENAN |
Neural Computing and Applications |
36 |
|
https://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 |
International |
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 |
https://doi.org/10.55730/1300-0632.4048 |
| 2024 |
Machine learning applications in detection and diagnosis of urology cancers: a systematic literature review |
International |
Lubbad Mohammed, KARABOĞA DERVİŞ, BAŞTÜRK ALPER, AKAY BAHRİYE, NALBANTOĞLU ÖZKAN UFUK, PAÇAL İSHAK |
Neural Computing and Applications |
36 |
|
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 |
International |
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 |
National |
VEZİROĞLU ERKAN,PAÇAL İSHAK,COŞKUNÇAY AHMET |
Iğdır Üniversitesi Fen Bilimleri Enstitüsü Dergisi |
13 |
2 |
https://doi.org/10.21597/jist.1265769 |
| 2024 |
MaxCerVixT: A novel lightweight vision transformer-based Approach for precise cervical cancer detection |
International |
PAÇAL İSHAK |
Knowledge-Based Systems |
289 |
|
https://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 |
International |
PAÇAL İSHAK |
International Journal of Machine Learning and Cybernetics |
15 |
|
https://doi.org/10.1007/s13042-024-02110-w |
| 2024 |
Advancements in deep learning for accurate classification of grape leaves and diagnosis of grape diseases |
International |
KUNDURACIOĞLU İSMAİL,PAÇAL İSHAK |
Journal of Plant Diseases and Protection |
131 |
|
http://dx.doi.org/10.1007/s41348-024-00896-z |
| 2024 |
Enhancing Image Annotation With Object Tracking and Image Retrieval: A Systematic Review |
International |
Fernandes Rodrigo,Pessoa Alexandre,Salgado Marta,De Paiva Anselmo,PAÇAL İSHAK,Cunha Antonio |
IEEE Access |
12 |
|
http://dx.doi.org/10.1109/access.2024.3406018 |
| 2024 |
Enhancing EfficientNetv2 with global and efficient channel attention mechanisms for accurate MRI-Based brain tumor classification |
International |
PAÇAL İSHAK,ÇELİK ÖMER,BAYRAM BİLAL,Cunha Antonio |
Cluster Computing |
27 |
|
https://doi.org/10.1007/s10586-024-04532-1 |
| 2024 |
Comprehensive Evaluation of Machine Learning and ANN Models for Breast Cancer Detection |
International |
Cakmak Yigitcan,Safak Sinem,Bayram Muhammed Ali,PAÇAL İSHAK |
Computer and Decision Making: An International Journal |
1 |
|
http://dx.doi.org/10.59543/comdem.v1i.10349 |
| 2024 |
Deep Learning-Based Disease Detection in Sugarcane Leaves: Evaluating EfficientNet Models |
International |
KUNDURACIOĞLU İSMAİL,PAÇAL İSHAK |
Journal of Operations Intelligence |
2 |
1 |
http://dx.doi.org/10.31181/jopi21202423 |
| 2024 |
A Comparative Analysis of Deep Learning-Based Approaches for Classifying Dental Implants Decision Support System |
International |
Lubbad Mohammed,LEBLEBİCİOĞLU KURTULUŞ İKBAL,KARABOĞA DERVİŞ,KILIÇ KEREM,BAŞTÜRK ALPER,AKAY BAHRİYE,NALBANTOĞLU ÖZKAN UFUK,DURMAZ YILMAZ ÖZDEN MELİS,AYATA MUSTAFA,YILMAZ SERKAN,PAÇAL İSHAK |
Journal of Imaging Informatics in Medicine |
|
|
https://doi.org/10.1007/s10278-024-01086-x |
| 2024 |
Enhancing Skin Cancer Diagnosis Using Swin Transformer with Hybrid Shifted Window-Based Multi-head Self-attention and SwiGLU-Based MLP |
International |
PAÇAL İSHAK,Alaftekin Melek,Zengül Ferhat Devrim |
Journal of Imaging Informatics in Medicine |
|
|
https://doi.org/10.1007/s10278-024-01140-8 |
| 2024 |
Improved Vision Transformer with Lion Optimizer for Lung Diseases Detection |
National |
PAÇAL İSHAK |
Uluslararası Muhendislik Arastirma ve Gelistirme Dergisi |
16 |
2 |
https://doi.org/10.29137/umagd.1469472 |
| 2024 |
Data-Efficient Vision Transformer Models for Robust Classification of Sugarcane |
International |
PAÇAL İSHAK,KUNDURACIOĞLU İSMAİL |
Journal of Soft Computing and Decision Analytics |
2 |
1 |
http://dx.doi.org/10.31181/jscda21202446 |
| 2024 |
Deep learning approaches for autonomous crack detection in concrete wall, brick deck and pavement |
National |
ŞERMET FETHİ,PAÇAL İSHAK |
DÜMF Mühendislik Dergisi |
|
|
https://doi.org/10.24012/dumf.1450640 |
| 2024 |
Few-shot classification of ultrasound breast cancer images using meta-learning algorithms |
International |
IŞIK GÜLTEKİN,PAÇAL İSHAK |
Neural Computing and Applications |
36 |
|
https://doi.org/10.1007/s00521-024-09767-y |
| 2024 |
A systematic review of deep learning techniques for plant diseases |
International |
PAÇAL İSHAK,KUNDURACIOĞLU İSMAİL,ALMA MEHMET HAKKI,DEVECİ MUHAMMET,Kadry Seifedine,Nedoma Jan,Slany Vlastimil,Martinek Radek |
Artificial Intelligence Review |
57 |
304 |
http://dx.doi.org/10.1007/s10462-024-10944-7 |
| 2024 |
A robust deep learning model for the classification of dental implant brands |
International |
LEBLEBİCİOĞLU KURTULUŞ İKBAL,LUBBAD MOHAMMED,DURMAZ YILMAZ ÖZDEN MELİS,KILIÇ KEREM,KARABOĞA DERVİŞ,BAŞTÜRK ALPER,AKAY BAHRİYE,NALBANTOĞLU ÖZKAN UFUK,YILMAZ SERKAN,AYATA MUSTAFA,PAÇAL İSHAK |
Journal of Stomatology, Oral and Maxillofacial Surgery |
125 |
5 |
https://doi.org/10.1016/j.jormas.2024.101818 |
