avatar
Gülşah Karaduman Asst. Prof. Dr. FIRAT UNIVERSITY
Publication 6 Review 13 CrossRef Cited 6 TR Dizin Cited 3
6 Publication
13 Review
6 CrossRef Cited
3 TR Dizin Cited
0000-0001-8034-3019
36543871600

Research Fields

Information and Computing Sciences Computer Vision Image Processing

Institution

FIRAT UNIVERSITY

Publications

Explainable AI Framework for Urinary Biomarker-Based Early Detection of Pancreatic Cancer: Clinical Implications of Autoencoder-Optimized XGBoost
Authors: Tuğçe Taşar Yildirim , Nevzat Gözel , Selahattin Barış Çelebi , Beyda Taşar , Orhan Yaman , Sedef Onay Demir , Aykut Bulu , Gülşah Karaduman
Published: 2026 , Cerasus Journal of Medicine
DOI: 10.70058/cjm.1831642
FAVORITE 0 TOTAL DOWNLOAD COUNT 649

0

649

EfficientNetB4 Based Classification of Mars Surface Images: Explainability Analysis with Transfer Learning, Data Augmentation and Grad-CAM
Authors: Ahmet Faruk Pala , Gülşah Karaduman , Erdal Özbay
Published: 2025 , Mus Alparslan University Journal of Science
DOI: 10.18586/msufbd.1726149
FAVORITE 0 TOTAL DOWNLOAD COUNT 465

0

465

Hybrid Color Space and GLCM Feature Extraction Based Classification Method for Underwater Image Analysis
Authors: Nafiye Nur Apaydın , Gülşah Karaduman , Orhan Yaman
Published: 2025 , Duzce University Journal of Science and Technology
DOI: 10.29130/dubited.1651026
FAVORITE 0 TOTAL DOWNLOAD COUNT 902

0

902

Image fire detection module for automatic fire extinguishing system with unmanned ground vehicles
Authors: Gülşah Karaduman
Published: 2024 , Journal of Physical Chemistry and Functional Materials
DOI: 10.54565/jphcfum.1501853
FAVORITE 0 TOTAL DOWNLOAD COUNT 478

0

478

Classification of Distributed Denial of Service Attacks Using Machine Learning Methods
Authors: Uğur İnce , Gülşah Karaduman
Published: 2024 , NATURENGS
DOI: 10.46572/naturengs.1450965
FAVORITE 0 TOTAL DOWNLOAD COUNT 953

0

953

Detection of Insulator Faults in Catenary Systems with Deep Learning
Authors: Gülşah Karaduman , Erhan Akın , Berkan Binay , Miraç Dilekli
Published: 2022 , Demiryolu Mühendisliği
DOI: 10.47072/demiryolu.1114665
FAVORITE 0 TOTAL DOWNLOAD COUNT 1088

0

1088

Articles published in
Cerasus Journal of Medicine
Cerasus Journal of Medicine
Demiryolu Mühendisliği
Demiryolu Mühendisliği
Duzce University Journal of Science and Technology
Duzce University Journal of Science and Technology
Journal of Physical Chemistry and Functional Materials
Journal of Physical Chemistry and Functional Materials
Mus Alparslan University Journal of Science
Mus Alparslan University Journal of Science
NATURENGS
NATURENGS

Reviews

Avrupa Bilim ve Teknoloji Dergisi
Avrupa Bilim ve Teknoloji Dergisi
EMO Bilimsel Dergi
EMO Bilimsel Dergi
Fırat Üniversitesi Fen Bilimleri Dergisi
Fırat Üniversitesi Fen Bilimleri Dergisi
Fırat Üniversitesi Mühendislik Bilimleri Dergisi
Fırat Üniversitesi Mühendislik Bilimleri Dergisi
International Journal of Engineering Research and Development
International Journal of Engineering Research and Development
Journal of Engineering Sciences and Design
Journal of Engineering Sciences and Design
Journal of Physical Chemistry and Functional Materials
Journal of Physical Chemistry and Functional Materials
Mus Alparslan University Journal of Science
Mus Alparslan University Journal of Science
NATURENGS
NATURENGS
Turkish Journal of Science and Technology
Turkish Journal of Science and Technology
Türkiye Bilişim Vakfı Bilgisayar Bilimleri ve Mühendisliği Dergisi
Türkiye Bilişim Vakfı Bilgisayar Bilimleri ve Mühendisliği Dergisi

Publications

Explainable AI Framework for Urinary Biomarker-Based Early Detection of Pancreatic Cancer: Clinical Implications of Autoencoder-Optimized XGBoost
Authors: Tuğçe Taşar Yildirim , Nevzat Gözel , Selahattin Barış Çelebi , Beyda Taşar , Orhan Yaman , Sedef Onay Demir , Aykut Bulu , Gülşah Karaduman
Published: 2026 , Cerasus Journal of Medicine
DOI: 10.70058/cjm.1831642
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 649

2

0

649

Classification of Distributed Denial of Service Attacks Using Machine Learning Methods
Authors: Uğur İnce , Gülşah Karaduman
Published: 2024 , NATURENGS
DOI: 10.46572/naturengs.1450965
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 953

1

0

953

Detection of Insulator Faults in Catenary Systems with Deep Learning
Authors: Gülşah Karaduman , Erhan Akın , Berkan Binay , Miraç Dilekli
Published: 2022 , Demiryolu Mühendisliği
DOI: 10.47072/demiryolu.1114665
CITED 3 FAVORITE 0 TOTAL DOWNLOAD COUNT 1088

3

0

1088

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