avatar
Yahya Doğan Res. Assist. Dr. Siirt Üniversitesi
Publication 6 Review 6 CrossRef Cited 19 TR Dizin Cited 3
6 Publication
6 Review
19 CrossRef Cited
3 TR Dizin Cited
0000-0003-1529-6118

Research Fields

Image Processing Data Mining and Knowledge Discovery Machine Learning Artificial Intelligence

Institution

Siirt Üniversitesi

Publications

A Robust and Explainable Deep Learning Pipeline with Hybrid Image Enhancement for Sickle Cell Detection
Authors: Tolga Aşar , Yahya Doğan
Published: 2026 , Fırat Üniversitesi Mühendislik Bilimleri Dergisi
DOI: 10.35234/fumbd.1932194
FAVORITE 0 TOTAL DOWNLOAD COUNT 66

0

66

Performance Comparison of Deep Learning Lane Detection Models for Autonomous Vehicles
Authors: Muhammed Said Ataş , Yahya Doğan , Cüneyt Özdemir
Published: 2024 , Çukurova Üniversitesi Mühendislik Fakültesi Dergisi
DOI: 10.21605/cukurovaumfd.1605865
FAVORITE 0 TOTAL DOWNLOAD COUNT 731

0

731

Enhancing Skin Cancer Diagnosis through the Integration of Deep Learning and Machine Learning Approaches
Authors: Yahya Doğan , Cüneyt Özdemir
Published: 2024 , Journal of Information Technologies
DOI: 10.17671/gazibtd.1484037
FAVORITE 0 TOTAL DOWNLOAD COUNT 998

0

998

A Comparative Study on Data Balancing Methods for Alzheimer's Disease Classification
Authors: Esma Öter , Yahya Doğan
Published: 2024 , Çukurova Üniversitesi Mühendislik Fakültesi Dergisi
DOI: 10.21605/cukurovaumfd.1514553
FAVORITE 0 TOTAL DOWNLOAD COUNT 926

0

926

Which pooling method is better: Max, Avg, or Concat (Max, Avg)
Authors: Yahya Doğan
Published: 2024 , Communications Faculty of Sciences University of Ankara Series A2-A3 Physical Sciences and Engineering
DOI: 10.33769/aupse.1356138
FAVORITE 0 TOTAL DOWNLOAD COUNT 1559

0

1559

Derin Öğrenme Yöntemleriyle Çapraz Veri Seti Değerlendirmesi Altında COVID-19 Tespiti
Authors: Yahya Doğan
Published: 2023 , Gazi University Journal of Science Part C: Design and Technology
DOI: 10.29109/gujsc.1210343
FAVORITE 0 TOTAL DOWNLOAD COUNT 893

0

893

Articles published in
Communications Faculty of Sciences University of Ankara Series A2-A3 Physical Sciences and Engineering
Communications Faculty of Sciences University of Ankara Series A2-A3 Physical Sciences and Engineering
Çukurova Üniversitesi Mühendislik Fakültesi Dergisi
Çukurova Üniversitesi Mühendislik Fakültesi Dergisi
Fırat Üniversitesi Mühendislik Bilimleri Dergisi
Fırat Üniversitesi Mühendislik Bilimleri Dergisi
Gazi University Journal of Science Part C: Design and Technology
Gazi University Journal of Science Part C: Design and Technology
Journal of Information Technologies
Journal of Information Technologies

Reviews

Bitlis Eren Üniversitesi Fen Bilimleri Dergisi
Bitlis Eren Üniversitesi Fen Bilimleri Dergisi
Fırat Üniversitesi Mühendislik Bilimleri Dergisi
Fırat Üniversitesi Mühendislik Bilimleri Dergisi
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
Turkish Journal of Applied Sciences and Technology
Turkish Journal of Applied Sciences and Technology
Turkish Journal of Engineering
Turkish Journal of Engineering

Publications

Performance Comparison of Deep Learning Lane Detection Models for Autonomous Vehicles
Authors: Muhammed Said Ataş , Yahya Doğan , Cüneyt Özdemir
Published: 2024 , Çukurova Üniversitesi Mühendislik Fakültesi Dergisi
DOI: 10.21605/cukurovaumfd.1605865
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 731

1

0

731

Enhancing Skin Cancer Diagnosis through the Integration of Deep Learning and Machine Learning Approaches
Authors: Yahya Doğan , Cüneyt Özdemir
Published: 2024 , Journal of Information Technologies
DOI: 10.17671/gazibtd.1484037
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 998

1

0

998

A Comparative Study on Data Balancing Methods for Alzheimer's Disease Classification
Authors: Esma Öter , Yahya Doğan
Published: 2024 , Çukurova Üniversitesi Mühendislik Fakültesi Dergisi
DOI: 10.21605/cukurovaumfd.1514553
CITED 11 FAVORITE 0 TOTAL DOWNLOAD COUNT 926

11

0

926

Which pooling method is better: Max, Avg, or Concat (Max, Avg)
Authors: Yahya Doğan
Published: 2024 , Communications Faculty of Sciences University of Ankara Series A2-A3 Physical Sciences and Engineering
DOI: 10.33769/aupse.1356138
CITED 3 FAVORITE 0 TOTAL DOWNLOAD COUNT 1559

3

0

1559

Derin Öğrenme Yöntemleriyle Çapraz Veri Seti Değerlendirmesi Altında COVID-19 Tespiti
Authors: Yahya Doğan
Published: 2023 , Gazi University Journal of Science Part C: Design and Technology
DOI: 10.29109/gujsc.1210343
CITED 3 FAVORITE 0 TOTAL DOWNLOAD COUNT 893

3

0

893

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