Hakan Karataş profile image
Hakan Karataş AKGÜN TEKNOLOJİ
Publication 15 Review 0 CrossRef Cited 28
15 Publication
0 Review
28 CrossRef Cited

Research Fields

Information and Computing Sciences

Institution

AKGÜN TEKNOLOJİ

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 225

0

225

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 265

0

265

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 694

0

694

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 816

0

816

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 1049

0

1049

Segmentation of prostate zones on a novel MRI database using Mask R-CNN: an implementation on PACS system
Authors: Çağlar Gürkan , Abdulkadir Budak , Hakan Karataş , Kayıhan Akın
Published: 2024 , Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
DOI: 10.17341/gazimmfd.1153507
FAVORITE 0 TOTAL DOWNLOAD COUNT 1266

0

1266

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 870

0

870

Convolutional Neural Networks for MRI-Based Brain Tumor Segmentation: A Comparative Analysis of State-of-the-Art Segmentation Networks
Authors: Ahmet Furkan Bayram , Caglar Gurkan , Abdulkadir Budak , Hakan Karataş
Published: 2022 , Turkish Journal of Forecasting
DOI: 10.34110/forecasting.1190289
FAVORITE 0 TOTAL DOWNLOAD COUNT 718

0

718

Fully Automatic End-to-End Convolutional Neural Networks-Based Pancreatic Tumor Segmentation on CT Modality
Authors: Ahmet Furkan Bayram , Caglar Gurkan , Abdulkadir Budak , Hakan Karataş
Published: 2022 , Turkish Journal of Forecasting
DOI: 10.34110/forecasting.1190299
FAVORITE 0 TOTAL DOWNLOAD COUNT 557

0

557

Classification and Segmentation of Alzheimer Disease in MRI Modality using the Deep Convolutional Neural Networks
Authors: Furkan Karakaya , Caglar Gurkan , Abdulkadir Budak , Hakan Karataş
Published: 2022 , Avrupa Bilim ve Teknoloji Dergisi
DOI: 10.31590/ejosat.1171810
FAVORITE 0 TOTAL DOWNLOAD COUNT 1924

0

1924

Pancreas Segmentation Using U-Net Based Segmentation Networks in CT Modality: A Comparative Analysis
Authors: Alperen Derin , Caglar Gurkan , Abdulkadir Budak , Hakan Karataş
Published: 2022 , Avrupa Bilim ve Teknoloji Dergisi
DOI: 10.31590/ejosat.1171803
FAVORITE 0 TOTAL DOWNLOAD COUNT 1829

0

1829

A Detection and Prediction Model Based on Deep Learning Assisted by Explainable Artificial Intelligence for Kidney Diseases
Authors: Ahmet Furkan Bayram , Caglar Gurkan , Abdulkadir Budak , Hakan Karataş
Published: 2022 , Avrupa Bilim ve Teknoloji Dergisi
DOI: 10.31590/ejosat.1171777
FAVORITE 0 TOTAL DOWNLOAD COUNT 4603

0

4603

Analysis of the Effects of Segmentation Networks and Loss Functions in Ischemic Stroke Lesion Segmentation
Authors: Ahmet Furkan Bayram , Alperen Derin , Caglar Gurkan , Abdulkadir Budak , Hakan Karataş
Published: 2022 , Avrupa Bilim ve Teknoloji Dergisi
DOI: 10.31590/ejosat.1173070
FAVORITE 0 TOTAL DOWNLOAD COUNT 1403

0

1403

Automatic Skull Stripping and Brain Segmentation with U-Net in MRI Database
Authors: Alperen Derin , Ahmet Furkan Bayram , Caglar Gurkan , Abdulkadir Budak , Hakan Karataş
Published: 2022 , Avrupa Bilim ve Teknoloji Dergisi
DOI: 10.31590/ejosat.1173065
FAVORITE 0 TOTAL DOWNLOAD COUNT 1689

0

1689

Classification of Monkeypox Skin Lesion using the Explainable Artificial Intelligence Assisted Convolutional Neural Networks
Authors: Korhan Deniz Akın , Caglar Gurkan , Abdulkadir Budak , Hakan Karataş
Published: 2022 , Avrupa Bilim ve Teknoloji Dergisi
DOI: 10.31590/ejosat.1171816
FAVORITE 0 TOTAL DOWNLOAD COUNT 3165

0

3165

Articles published in
Avrupa Bilim ve Teknoloji Dergisi
Avrupa Bilim ve Teknoloji Dergisi
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
User doesn't have any peer review duties on DergiPark.

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 694

1

0

694

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 816

1

0

816

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 1049

2

0

1049

Segmentation of prostate zones on a novel MRI database using Mask R-CNN: an implementation on PACS system
Authors: Çağlar Gürkan , Abdulkadir Budak , Hakan Karataş , Kayıhan Akın
Published: 2024 , Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
DOI: 10.17341/gazimmfd.1153507
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 1266

2

0

1266

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 870

1

0

870

Classification and Segmentation of Alzheimer Disease in MRI Modality using the Deep Convolutional Neural Networks
Authors: Furkan Karakaya , Caglar Gurkan , Abdulkadir Budak , Hakan Karataş
Published: 2022 , Avrupa Bilim ve Teknoloji Dergisi
DOI: 10.31590/ejosat.1171810
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 1924

2

0

1924

Pancreas Segmentation Using U-Net Based Segmentation Networks in CT Modality: A Comparative Analysis
Authors: Alperen Derin , Caglar Gurkan , Abdulkadir Budak , Hakan Karataş
Published: 2022 , Avrupa Bilim ve Teknoloji Dergisi
DOI: 10.31590/ejosat.1171803
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 1829

2

0

1829

A Detection and Prediction Model Based on Deep Learning Assisted by Explainable Artificial Intelligence for Kidney Diseases
Authors: Ahmet Furkan Bayram , Caglar Gurkan , Abdulkadir Budak , Hakan Karataş
Published: 2022 , Avrupa Bilim ve Teknoloji Dergisi
DOI: 10.31590/ejosat.1171777
CITED 6 FAVORITE 0 TOTAL DOWNLOAD COUNT 4603

6

0

4603

Analysis of the Effects of Segmentation Networks and Loss Functions in Ischemic Stroke Lesion Segmentation
Authors: Ahmet Furkan Bayram , Alperen Derin , Caglar Gurkan , Abdulkadir Budak , Hakan Karataş
Published: 2022 , Avrupa Bilim ve Teknoloji Dergisi
DOI: 10.31590/ejosat.1173070
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 1403

2

0

1403

Automatic Skull Stripping and Brain Segmentation with U-Net in MRI Database
Authors: Alperen Derin , Ahmet Furkan Bayram , Caglar Gurkan , Abdulkadir Budak , Hakan Karataş
Published: 2022 , Avrupa Bilim ve Teknoloji Dergisi
DOI: 10.31590/ejosat.1173065
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 1689

2

0

1689

Classification of Monkeypox Skin Lesion using the Explainable Artificial Intelligence Assisted Convolutional Neural Networks
Authors: Korhan Deniz Akın , Caglar Gurkan , Abdulkadir Budak , Hakan Karataş
Published: 2022 , Avrupa Bilim ve Teknoloji Dergisi
DOI: 10.31590/ejosat.1171816
CITED 7 FAVORITE 0 TOTAL DOWNLOAD COUNT 3165

7

0

3165

Popular Publications: It is determined automatically by the researchers doing research in DergiPark according to the statistics of being added to the favorites. CrossRef Cited: The citations shown in DergiPark are drawn from CrossRef. For this, the cited and cited articles must be registered in CrossRef (DOI number). ^: Citation numbers are reflected in the system by DergiPark at certain periods.