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Oğuzhan Katar Res. Assist. FIRAT ÜNİVERSİTESİ
Publication 13 Review 6 CrossRef Cited 25
13 Publication
6 Review
25 CrossRef Cited

Research Fields

Image Processing Artificial Intelligence Networking and Communications Computer Software

Institution

FIRAT ÜNİVERSİTESİ

Popular Publications

U-Net-Based Detection of Road and Lane Markings from High-Resolution Images
Authors: Oğuzhan Katar
Published: 2023 , Journal of Intelligent Transportation Systems and Applications
DOI: 10.51513/jitsa.1172992
CITED 0 FAVORITE 1 TOTAL DOWNLOAD COUNT 1569

0

1

1569

A new Intrusion Detection System for Secured IoT/IIoT Networks based on LGBM
Authors: İlhan Fırat Kılınçer , Oğuzhan Katar
Published: 2023 , Gazi University Journal of Science Part C: Design and Technology
DOI: 10.29109/gujsc.1173286
CITED 0 FAVORITE 1 TOTAL DOWNLOAD COUNT 1220

0

1

1220

Evaluation of GPT-3 AI Language Model in Research Paper Writing
Authors: Oğuzhan Katar , Dilek Özkan , Gpt -3 , Özal Yıldırım , U Rajendra Acharya
Published: 2023 , Turkish Journal of Science and Technology
DOI: 10.55525/tjst.1272369
CITED 8 FAVORITE 1 TOTAL DOWNLOAD COUNT 5096

8

1

5096

Publications

The Potential of Transformer-Based Models for Automated Lung Cancer Detection from CT Scans
Authors: Oğuzhan Katar , Tülin Öztürk , Özal Yıldırım
Published: 2025 , European Journal of Technique (EJT)
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 384

0

384

Explainable Deep Learning Model Using Class Activation Maps in Lung Cancer Testing and Radiologist Evaluation
Authors: Savaş Tunçer , Oğuzhan Katar , Tülin Öztürk , Özal Yıldırım
Published: 2024 , Researcher
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 1088

0

1088

Classification of Malware Images Using Fine-Tunned ViT
Authors: Oğuzhan Katar , Özal Yıldırım
Published: 2024 , Sakarya University Journal of Computer and Information Sciences
DOI: 10.35377/saucis...1341082
FAVORITE 0 TOTAL DOWNLOAD COUNT 1776

0

1776

U-Net-Based Detection of Road and Lane Markings from High-Resolution Images
Authors: Oğuzhan Katar
Published: 2023 , Journal of Intelligent Transportation Systems and Applications
DOI: 10.51513/jitsa.1172992
FAVORITE 1 TOTAL DOWNLOAD COUNT 1569

1

1569

Breast Cancer Segmentation from Ultrasound Images Using ResNext-based U-Net Model
Authors: Oğuzhan Katar , Özal Yıldırım
Published: 2023 , Bitlis Eren Üniversitesi Fen Bilimleri Dergisi
DOI: 10.17798/bitlisfen.1331310
FAVORITE 0 TOTAL DOWNLOAD COUNT 866

0

866

Evaluation of GPT-3 AI Language Model in Research Paper Writing
Authors: Oğuzhan Katar , Dilek Özkan , Gpt -3 , Özal Yıldırım , U Rajendra Acharya
Published: 2023 , Turkish Journal of Science and Technology
DOI: 10.55525/tjst.1272369
FAVORITE 1 TOTAL DOWNLOAD COUNT 5096

1

5096

A new Intrusion Detection System for Secured IoT/IIoT Networks based on LGBM
Authors: İlhan Fırat Kılınçer , Oğuzhan Katar
Published: 2023 , Gazi University Journal of Science Part C: Design and Technology
DOI: 10.29109/gujsc.1173286
FAVORITE 1 TOTAL DOWNLOAD COUNT 1220

1

1220

A Deep Learning-Based System to Assist Radiologists in Detecting COVID-19 Disease from Chest Computed Tomography Images
Authors: Oğuzhan Katar , Erkan Duman
Published: 2023 , The Black Sea Journal of Sciences
DOI: 10.31466/kfbd.1168320
FAVORITE 0 TOTAL DOWNLOAD COUNT 941

0

941

Automatic Classification of White Blood Cells Using Pre-Trained Deep Models
Authors: Oğuzhan Katar , İlhan Fırat Kılınçer
Published: 2022 , Sakarya University Journal of Computer and Information Sciences
DOI: 10.35377/saucis...1196934
FAVORITE 0 TOTAL DOWNLOAD COUNT 2658

0

2658

U-NET BASED CAR DETECTION METHOD FOR UNMANNED AERIAL VEHICLES
Authors: Oğuzhan Katar , Erkan Duman
Published: 2022 , Journal of Engineering Sciences and Design
DOI: 10.21923/jesd.1087477
FAVORITE 0 TOTAL DOWNLOAD COUNT 972

0

972

A Deep Learning Model Collaborates with an Expert Radiologist to Classify Brain Tumors from MR Images
Authors: Tülin Öztürk , Oğuzhan Katar
Published: 2022 , Turkish Journal of Science and Technology
DOI: 10.55525/tjst.1143392
FAVORITE 0 TOTAL DOWNLOAD COUNT 1933

0

1933

YOLOv5-based Vehicle Objects Detection Using UAV Images
Authors: Zeynep Nur Duman , Müzeyyen Büşra Çulcu , Oğuzhan Katar
Published: 2022 , Turkish Journal of Forecasting
DOI: 10.34110/forecasting.1145381
FAVORITE 0 TOTAL DOWNLOAD COUNT 725

0

725

Deep Learning Based Covid-19 Detection With A Novel CT Images Dataset: EFSCH-19
Authors: Oğuzhan Katar , Erkan Duman
Published: 2021 , Avrupa Bilim ve Teknoloji Dergisi
DOI: 10.31590/ejosat.1021030
FAVORITE 0 TOTAL DOWNLOAD COUNT 1466

0

1466

Articles published in
Avrupa Bilim ve Teknoloji Dergisi
Avrupa Bilim ve Teknoloji Dergisi
Bitlis Eren Üniversitesi Fen Bilimleri Dergisi
Bitlis Eren Üniversitesi Fen Bilimleri Dergisi
European Journal of Technique (EJT)
European Journal of Technique (EJT)
Gazi University Journal of Science Part C: Design and Technology
Gazi University Journal of Science Part C: Design and Technology
Journal of Engineering Sciences and Design
Journal of Engineering Sciences and Design
Journal of Intelligent Transportation Systems and Applications
Journal of Intelligent Transportation Systems and Applications
Researcher
Researcher
Sakarya University Journal of Computer and Information Sciences
Sakarya University Journal of Computer and Information Sciences
The Black Sea Journal of Sciences
The Black Sea Journal of Sciences
Turkish Journal of Forecasting
Turkish Journal of Forecasting
Turkish Journal of Science and Technology
Turkish Journal of Science and Technology

Reviews

Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
International Journal of Innovative Engineering Applications
International Journal of Innovative Engineering Applications
Yuzuncu Yil University Journal of the Institute of Natural and Applied Sciences
Yuzuncu Yil University Journal of the Institute of Natural and Applied Sciences

Publications

Classification of Malware Images Using Fine-Tunned ViT
Authors: Oğuzhan Katar , Özal Yıldırım
Published: 2024 , Sakarya University Journal of Computer and Information Sciences
DOI: 10.35377/saucis...1341082
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 1776

2

0

1776

Breast Cancer Segmentation from Ultrasound Images Using ResNext-based U-Net Model
Authors: Oğuzhan Katar , Özal Yıldırım
Published: 2023 , Bitlis Eren Üniversitesi Fen Bilimleri Dergisi
DOI: 10.17798/bitlisfen.1331310
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 866

1

0

866

Evaluation of GPT-3 AI Language Model in Research Paper Writing
Authors: Oğuzhan Katar , Dilek Özkan , Gpt -3 , Özal Yıldırım , U Rajendra Acharya
Published: 2023 , Turkish Journal of Science and Technology
DOI: 10.55525/tjst.1272369
CITED 8 FAVORITE 1 TOTAL DOWNLOAD COUNT 5096

8

1

5096

A Deep Learning-Based System to Assist Radiologists in Detecting COVID-19 Disease from Chest Computed Tomography Images
Authors: Oğuzhan Katar , Erkan Duman
Published: 2023 , The Black Sea Journal of Sciences
DOI: 10.31466/kfbd.1168320
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 941

1

0

941

Automatic Classification of White Blood Cells Using Pre-Trained Deep Models
Authors: Oğuzhan Katar , İlhan Fırat Kılınçer
Published: 2022 , Sakarya University Journal of Computer and Information Sciences
DOI: 10.35377/saucis...1196934
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 2658

2

0

2658

U-NET BASED CAR DETECTION METHOD FOR UNMANNED AERIAL VEHICLES
Authors: Oğuzhan Katar , Erkan Duman
Published: 2022 , Journal of Engineering Sciences and Design
DOI: 10.21923/jesd.1087477
CITED 3 FAVORITE 0 TOTAL DOWNLOAD COUNT 972

3

0

972

A Deep Learning Model Collaborates with an Expert Radiologist to Classify Brain Tumors from MR Images
Authors: Tülin Öztürk , Oğuzhan Katar
Published: 2022 , Turkish Journal of Science and Technology
DOI: 10.55525/tjst.1143392
CITED 4 FAVORITE 0 TOTAL DOWNLOAD COUNT 1933

4

0

1933

YOLOv5-based Vehicle Objects Detection Using UAV Images
Authors: Zeynep Nur Duman , Müzeyyen Büşra Çulcu , Oğuzhan Katar
Published: 2022 , Turkish Journal of Forecasting
DOI: 10.34110/forecasting.1145381
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 725

1

0

725

Deep Learning Based Covid-19 Detection With A Novel CT Images Dataset: EFSCH-19
Authors: Oğuzhan Katar , Erkan Duman
Published: 2021 , Avrupa Bilim ve Teknoloji Dergisi
DOI: 10.31590/ejosat.1021030
CITED 3 FAVORITE 0 TOTAL DOWNLOAD COUNT 1466

3

0

1466

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