Azer Çelikten profile image
Azer Çelikten Dr. AKGÜN Teknoloji, Istanbul Sağlık ve Teknoloji Üniversitesi
Publication 7 Review 13 CrossRef Cited 4
7 Publication
13 Review
4 CrossRef Cited

Research Fields

Natural Language Processing Computer Vision Image Processing Machine Learning Deep Learning Data Mining and Knowledge Discovery Artificial Intelligence

Institution

AKGÜN Teknoloji, Istanbul Sağlık ve Teknoloji Üniversitesi

Publications

A Comparative Study of 2D and 3D U-Net-Based Architectures for Pancreas and Tumor Segmentation in CT Imaging
Authors: İbrahim Şen , Azer Çelikten , Ece Bingöl , Muhammed Kerem Demir , Andac Akpulat , Semih Demirel , Abdulkadir Budak , Hakan Karataş
Published: 2026 , Celal Bayar University Journal of Science
DOI: 10.18466/cbayarfbe.1730380
FAVORITE 0 TOTAL DOWNLOAD COUNT 14

0

14

Comparative Analysis of Deep Learning Models for Bone Fracture Classification with Bayesian Optimization-Supported Explainable Artificial Intelligence
Authors: Merve Yağmurcu , Azer Çelikten , Semih Demirel , Abdulkadir Budak , Hakan Karataş
Published: 2026 , Sinop University Journal of Natural Sciences
DOI: 10.33484/sinopfbd.1743499
FAVORITE 0 TOTAL DOWNLOAD COUNT 73

0

73

Real-Time Polyp Detection: A Speed and Performance Analysis of YOLOv5 and YOLOv6
Authors: Semih Demirel , Azer Çelikten , Andac Akpulat , Muhammed Kerem Demir , Ece Bingöl , İdris Gületkin , Abdulkadir Budak , Hakan Karataş
Published: 2025 , Osmaniye Korkut Ata University Journal of the Institute of Science and Technology
DOI: 10.47495/okufbed.1544536
FAVORITE 0 TOTAL DOWNLOAD COUNT 594

0

594

Analyzing the Performance of Convolutional Neural Networks and Transformer Models in Automated Bone Fracture Detection
Authors: Ece Bingöl , Semih Demirel , Ataberk Urfalı , Ömer Faruk Bozkır , Azer Çelikten , Abdulkadir Budak , Hakan Karataş
Published: 2024 , Mus Alparslan University Journal of Science
DOI: 10.18586/msufbd.1440119
FAVORITE 0 TOTAL DOWNLOAD COUNT 761

0

761

Enhancing Aorta Segmentation in Contrast CT Images: A Novel Deep Architectural Approach
Authors: Ömer Faruk Bozkır , Ataberk Urfalı , Azer Çelikten , Semih Demirel , Abdulkadir Budak , Hakan Karataş , Murat Ceylan
Published: 2024 , Osmaniye Korkut Ata University Journal of the Institute of Science and Technology
DOI: 10.47495/okufbed.1457674
FAVORITE 0 TOTAL DOWNLOAD COUNT 935

0

935

Biyomedikal literatürden solunum yolu hastalıkları ve semptom ilişkilerinin çıkarılması için semantik benzerlik temelli bir yaklaşım
Authors: Azer Çelikten , Hasan Bulut , Aytuğ Onan
Published: 2024 , Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
DOI: 10.17341/gazimmfd.1354324
FAVORITE 0 TOTAL DOWNLOAD COUNT 1109

0

1109

Improving Mass Detection in Mammography Using Focal Loss Based RetinaNet
Authors: Semih Demirel , Ataberk Urfalı , Ömer Faruk Bozkır , Azer Çelikten , Abdulkadir Budak , Hakan Karataş
Published: 2023 , Turkish Journal of Forecasting
DOI: 10.34110/forecasting.1326245
FAVORITE 0 TOTAL DOWNLOAD COUNT 774

0

774

Articles published in
Celal Bayar University Journal of Science
Celal Bayar University Journal of Science
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
Mus Alparslan University Journal of Science
Mus Alparslan University Journal of Science
Osmaniye Korkut Ata University Journal of the Institute of Science and Technology
Osmaniye Korkut Ata University Journal of the Institute of Science and Technology
Sinop University Journal of Natural Sciences
Sinop University Journal of Natural Sciences
Turkish Journal of Forecasting
Turkish Journal of Forecasting

Reviews

Afyon Kocatepe University Journal of Science and Engineering
Afyon Kocatepe University Journal of Science and Engineering
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
Journal of Information Technologies
Journal of Information Technologies
Sakarya University Journal of Computer and Information Sciences
Sakarya University Journal of Computer and Information Sciences
Sinop University Journal of Natural Sciences
Sinop University Journal of Natural Sciences

Publications

Real-Time Polyp Detection: A Speed and Performance Analysis of YOLOv5 and YOLOv6
Authors: Semih Demirel , Azer Çelikten , Andac Akpulat , Muhammed Kerem Demir , Ece Bingöl , İdris Gületkin , Abdulkadir Budak , Hakan Karataş
Published: 2025 , Osmaniye Korkut Ata University Journal of the Institute of Science and Technology
DOI: 10.47495/okufbed.1544536
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 594

1

0

594

Analyzing the Performance of Convolutional Neural Networks and Transformer Models in Automated Bone Fracture Detection
Authors: Ece Bingöl , Semih Demirel , Ataberk Urfalı , Ömer Faruk Bozkır , Azer Çelikten , Abdulkadir Budak , Hakan Karataş
Published: 2024 , Mus Alparslan University Journal of Science
DOI: 10.18586/msufbd.1440119
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 761

1

0

761

Enhancing Aorta Segmentation in Contrast CT Images: A Novel Deep Architectural Approach
Authors: Ömer Faruk Bozkır , Ataberk Urfalı , Azer Çelikten , Semih Demirel , Abdulkadir Budak , Hakan Karataş , Murat Ceylan
Published: 2024 , Osmaniye Korkut Ata University Journal of the Institute of Science and Technology
DOI: 10.47495/okufbed.1457674
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 935

1

0

935

Improving Mass Detection in Mammography Using Focal Loss Based RetinaNet
Authors: Semih Demirel , Ataberk Urfalı , Ömer Faruk Bozkır , Azer Çelikten , Abdulkadir Budak , Hakan Karataş
Published: 2023 , Turkish Journal of Forecasting
DOI: 10.34110/forecasting.1326245
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 774

1

0

774

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