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Semih Demirel No Academic Title Akgün Bilgisayar A.Ş
Publication 7 Review 0 CrossRef Cited 9
7 Publication
0 Review
9 CrossRef Cited

Research Fields

Deep Learning Artificial Intelligence

Institution

Akgün Bilgisayar A.Ş

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 286

0

286

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 313

0

313

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 739

0

739

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 844

0

844

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 1097

0

1097

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 904

0

904

Using Otsu and Ridler-Calvard Image Processing Methods for Detection of Pneumonia
Authors: Ahmet Çelik , Semih Demirel
Published: 2022 , Mus Alparslan University Journal of Science
DOI: 10.18586/msufbd.1068587
FAVORITE 0 TOTAL DOWNLOAD COUNT 1268

0

1268

Articles published in
Celal Bayar University Journal of Science
Celal Bayar University Journal of Science
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
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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 739

1

0

739

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 844

1

0

844

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 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 1097

2

0

1097

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 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 904

2

0

904

Using Otsu and Ridler-Calvard Image Processing Methods for Detection of Pneumonia
Authors: Ahmet Çelik , Semih Demirel
Published: 2022 , Mus Alparslan University Journal of Science
DOI: 10.18586/msufbd.1068587
CITED 3 FAVORITE 0 TOTAL DOWNLOAD COUNT 1268

3

0

1268

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