Caglar Gurkan profile image
Caglar Gurkan Post Graduate ESKISEHIR TECHNICAL UNIVERSİTY
Publication 14 Review 3 CrossRef Cited 27
14 Publication
3 Review
27 CrossRef Cited
0000-0002-4652-3363

Research Fields

Artificial Intelligence Computer Vision Image Processing Pattern Recognition Video Processing

Institution

ESKISEHIR TECHNICAL UNIVERSİTY

Popular Publications

EGA-Net: Analysis of Facial Expression, Age and Gender of Manufacturing Employees with Deep Learning Methods in the Industry 4.0 and Digital Transformation Era
Authors: Çağlar Gürkan , Merih Palandöken
Published: 2021 , Computer Science
DOI: 10.53070/bbd.990893
CITED 0 FAVORITE 2 TOTAL DOWNLOAD COUNT 822

0

2

822

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 , Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
DOI: 10.17341/gazimmfd.1153507
FAVORITE 0 TOTAL DOWNLOAD COUNT 1333

0

1333

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 599

0

599

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 757

0

757

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 1931

0

1931

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 4738

0

4738

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 2008

0

2008

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 3270

0

3270

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 1774

0

1774

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 1480

0

1480

Analysis of the Effects of Triggers Like Personal Information and Daily Activities on Migraine Attack with Machine and Deep Learning Approaches
Authors: Çağlar Gürkan , Sude Kozalıoğlu , Merih Palandöken
Published: 2021 , Avrupa Bilim ve Teknoloji Dergisi
DOI: 10.31590/ejosat.1014212
FAVORITE 0 TOTAL DOWNLOAD COUNT 1261

0

1261

Development of Inventory Tracking System Supported by Android-Based QR Code Technology
Authors: Çağlar Gürkan , Merih Palandöken
Published: 2021 , Avrupa Bilim ve Teknoloji Dergisi
DOI: 10.31590/ejosat.1014193
FAVORITE 0 TOTAL DOWNLOAD COUNT 1976

0

1976

SMARfacTory-Net: Development of System Design Supported by Computer Vision, QR Code and Android-Based Technologies for Classification of Marble
Authors: Çağlar Gürkan , Merih Palandöken
Published: 2021 , Computer Science
DOI: 10.53070/bbd.990867
FAVORITE 0 TOTAL DOWNLOAD COUNT 962

0

962

EGA-Net: Analysis of Facial Expression, Age and Gender of Manufacturing Employees with Deep Learning Methods in the Industry 4.0 and Digital Transformation Era
Authors: Çağlar Gürkan , Merih Palandöken
Published: 2021 , Computer Science
DOI: 10.53070/bbd.990893
FAVORITE 2 TOTAL DOWNLOAD COUNT 822

2

822

Development of Android-based Internet of Things Application for Data Tracking in Smart Marble Factories
Authors: Caglar Gurkan
Published: 2021 , Journal of Artificial Intelligence and Data Science
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 487

0

487

Articles published in
Avrupa Bilim ve Teknoloji Dergisi
Avrupa Bilim ve Teknoloji Dergisi
Computer Science
Computer Science
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
Journal of Artificial Intelligence and Data Science
Journal of Artificial Intelligence and Data Science
Turkish Journal of Forecasting
Turkish Journal of Forecasting

Reviews

Bitlis Eren Üniversitesi Fen Bilimleri Dergisi
Bitlis Eren Üniversitesi Fen Bilimleri Dergisi
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
Konya Journal of Engineering Sciences
Konya Journal of Engineering Sciences

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 , Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
DOI: 10.17341/gazimmfd.1153507
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 1333

2

0

1333

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
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 599

1

0

599

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
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 757

1

0

757

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 1931

2

0

1931

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 4738

6

0

4738

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 2008

2

0

2008

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 3270

7

0

3270

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 1774

2

0

1774

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 1480

2

0

1480

Analysis of the Effects of Triggers Like Personal Information and Daily Activities on Migraine Attack with Machine and Deep Learning Approaches
Authors: Çağlar Gürkan , Sude Kozalıoğlu , Merih Palandöken
Published: 2021 , Avrupa Bilim ve Teknoloji Dergisi
DOI: 10.31590/ejosat.1014212
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 1261

1

0

1261

SMARfacTory-Net: Development of System Design Supported by Computer Vision, QR Code and Android-Based Technologies for Classification of Marble
Authors: Çağlar Gürkan , Merih Palandöken
Published: 2021 , Computer Science
DOI: 10.53070/bbd.990867
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 962

1

0

962

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.