Researchers Hakan Karataş
Hakan Karataş profile image
Hakan Karataş AKGÜN TEKNOLOJİ
Publication 10 Review 0 CrossRef Cited 18
10 Publication
0 Review
18 CrossRef Cited

Research Fields

Information and Computing Sciences

Institution

AKGÜN TEKNOLOJİ

Publications

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 , Journal of the Faculty of Engineering and Architecture of Gazi University
DOI: 10.17341/gazimmfd.1153507
FAVORITE 0 TOTAL DOWNLOAD COUNT 191

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191

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 178

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178

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 204

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204

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 216

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216

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 , European Journal of Science and Technology
DOI: 10.31590/ejosat.1171816
FAVORITE 0 TOTAL DOWNLOAD COUNT 1731

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1731

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 , European Journal of Science and Technology
DOI: 10.31590/ejosat.1173065
FAVORITE 0 TOTAL DOWNLOAD COUNT 485

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485

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 , European Journal of Science and Technology
DOI: 10.31590/ejosat.1173070
FAVORITE 0 TOTAL DOWNLOAD COUNT 509

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509

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 , European Journal of Science and Technology
DOI: 10.31590/ejosat.1171777
FAVORITE 0 TOTAL DOWNLOAD COUNT 2471

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2471

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 , European Journal of Science and Technology
DOI: 10.31590/ejosat.1171803
FAVORITE 0 TOTAL DOWNLOAD COUNT 391

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391

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 , European Journal of Science and Technology
DOI: 10.31590/ejosat.1171810
FAVORITE 0 TOTAL DOWNLOAD COUNT 887

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887

Articles published in
European Journal of Science and Technology
European Journal of Science and Technology
Journal of the Faculty of Engineering and Architecture of Gazi University
Journal of the Faculty of Engineering and Architecture of Gazi University
Turkish Journal of Forecasting
Turkish Journal of Forecasting
User doesn't have any peer review duties on DergiPark.

Publications

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 , European Journal of Science and Technology
DOI: 10.31590/ejosat.1171816
CITED 5 FAVORITE 0 TOTAL DOWNLOAD COUNT 1731

5

0

1731

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 , European Journal of Science and Technology
DOI: 10.31590/ejosat.1173065
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 485

2

0

485

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 , European Journal of Science and Technology
DOI: 10.31590/ejosat.1173070
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 509

2

0

509

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 , European Journal of Science and Technology
DOI: 10.31590/ejosat.1171777
CITED 5 FAVORITE 0 TOTAL DOWNLOAD COUNT 2471

5

0

2471

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 , European Journal of Science and Technology
DOI: 10.31590/ejosat.1171803
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 391

2

0

391

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 , European Journal of Science and Technology
DOI: 10.31590/ejosat.1171810
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 887

2

0

887

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.
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