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M
Mehmet Serdar Güzel
ankara university
18
H-index
159
Paper Count
1.4K
Citation Count
0
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Published Papers
26
Publication Date
Publication Date
Impact Factor
Citations
Reply to Pastore, E.P. Comment on “Korkmaz et al. A Deep Learning and Explainable AI-Based Approach for the Classification of Discomycetes Species. Biology 2025, 14, 719”
Biology
IF
3.5
2026-01-07
0
OA
AI
Aras Fahrettin Korkmaz; Fatih Ekinci; Şehmus Altaş; Eda Kumru; Mehmet Serdar Güzel; Ilgaz Akata
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A Comparative Evaluation of Zero-Shot Performance of SAM, SAM2, MedSAM, and MedSAM2 Models on Lung Segmentation
Journal of Imaging Informatics in Medicine
IF
0
2025-12-10
0
PRE
AI
Hakan Buyukpatpat; Ebru Akcapinar Sezer; Mehmet Serdar Guzel
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A Comparative Analysis of CNN Architectures, Fusion Strategies, and Explainable AI for Fine-Grained Macrofungi Classification
Biology 2025, Vol. 14, Page 1733
IF
3.5
2025-12-04
0
OA
AI
Mustafa Sevindik; Aras Fahrettin Korkmaz; Fatih Ekinci; Eda Kumru; Ömer Burak Altındal; Alperen Aydın; Mehmet Serdar Güzel; Ilgaz Akata
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Deep Learning Performance in Analyzing Nailfold Videocapillaroscopy Images in Systemic Sclerosis
Diagnostics 2025, Vol. 15, Page 2912
IF
3.3
2025-11-19
0
OA
AI
Müçteba Enes Yayla; Ayhan Aydın; Mahmut Kılıçaslan; Mürüvvet Kalkan; Mehmet Serdar Güzel; Aida Shikhaliyeva; Serdar Sezer; Emine Uslu; Aşkın Ateş; Tahsin Murat Turgay
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Comprehensive Experimentation of Pretrained Models on Slice-Based Classification of Interstitial Lung Disease Patterns
International Journal of Imaging Systems and Technology
IF
2.5
2025-10-30
0
PRE
AI
Hakan Buyukpatpat; Ebru Akcapinar Sezer; Mehmet Serdar Guzel
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Advanced deep learning approaches for the automated classification of macrofungal species in biodiversity monitoring
Trakya University Journal of Natural Sciences
IF
0
2025-10-01
0
OA
AI
Ozsari, Sifa; Kumru, Eda; Ekinci, Fatih; Guzel, Mehmet Serdar; Acici, Koray; Aguroglu, Tunc; Akata, Ilgaz
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Deep Ensemble Learning and Explainable AI for Multi-Class Classification of Earthstar Fungal Species
Biology 2025, Vol. 14, Page 1313
IF
3.5
2025-09-29
0
OA
AI
Eda Kumru; Aras Fahrettin Korkmaz; Fatih Ekinci; Abdullah Aydoğan; Mehmet Serdar Güzel; Ilgaz Akata
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Classification of Mycena and Marasmius Species Using Deep Learning Models: An Ecological and Taxonomic Approach
SENSORS
IF
3.5
2025-03-07
0
OA
AI
Ekinci, Fatih; Ugurlu, Guney; Ozcan, Giray Sercan; Acici, Koray; Asuroglu, Tunc; Kumru, Eda; Guzel, Mehmet Serdar; Akata, Ilgaz
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Deep Learning-Based Classification of Macrofungi: Comparative Analysis of Advanced Models for Accurate Fungi Identification
SENSORS
IF
3.5
2024-11-09
3
OA
AI
Ozsari, Sifa; Kumru, Eda; Ekinci, Fatih; Akata, Ilgaz; Guzel, Mehmet Serdar; Acici, Koray; Ozcan, Eray; Asuroglu, Tunc
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Heuristic algorithm for an optimal solution of fully fuzzy transportation problem
COMPUTING
IF
2.8
2024-07-21
2
PRE
AI
Kartli, Nermin; Bostanci, Erkan; Guzel, Mehmet Serdar
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A Novel Hybrid Machine Learning-Based System Using Deep Learning Techniques and Meta-Heuristic Algorithms for Various Medical Datatypes Classification
DIAGNOSTICS
IF
3.3
2024-07-09
0
OA
AI
Kadhim, Yezi Ali; Guzel, Mehmet Serdar; Mishra, Alok
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Cloud type classification using deep learning with cloud images
PEERJ COMPUTER SCIENCE
IF
2.5
2024-01-03
3
OA
AI
Guzel, Mehmet; Kalkan, Muruvvet; Bostanci, Erkan; Acici, Koray; Asuroglu, Tunc
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AI-Powered Integrated With Encoding Mechanism Enhancing Privacy, Security, and Performance for IoT Ecosystem
IEEE ACCESS
IF
3.6
2024-01-01
0
OA
AI
Farea, Ali Hamid; Alhazmi, Omar H.; Samet, Refik; Guzel, Mehmet Serdar
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Crohn's Disease Prediction Using Sequence Based Machine Learning Analysis of Human Microbiome
DIAGNOSTICS
IF
3.3
2023-09-01
4
OA
AI
Unal, Metehan; Bostanci, Erkan; Ozkul, Ceren; Acici, Koray; Asuroglu, Tunc; Guzel, Mehmet Serdar
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A Comprehensive Review of Artificial Intelligence Based Algorithms Regarding Temporomandibular Joint Related Diseases
DIAGNOSTICS
IF
3.3
2023-08-18
15
OA
AI
Ozsari, Sifa; Guzel, Mehmet Serdar; Yilmaz, Dilek; Kamburoglu, Kivanc
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Deep Learning in Diagnosis of Dental Anomalies and Diseases: A Systematic Review
DIAGNOSTICS
IF
3.3
2023-07-27
14
OA
AI
Sivari, Esra; Senirkentli, Guler Burcu; Bostanci, Erkan; Guzel, Mehmet Serdar; Acici, Koray; Asuroglu, Tunc
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Machine Learning Analysis of RNA-seq Data for Diagnostic and Prognostic Prediction of Colon Cancer
SENSORS
IF
3.5
2023-03-13
13
OA
AI
Bostanci, Erkan; Kocak, Engin; Unal, Metehan; Guzel, Mehmet Serdar; Acici, Koray; Asuroglu, Tunc
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A New Approach for Gastrointestinal Tract Findings Detection and Classification: Deep Learning-Based Hybrid Stacking Ensemble Models
DIAGNOSTICS
IF
3.3
2023-02-14
14
OA
AI
Sivari, Esra; Bostanci, Erkan; Guzel, Mehmet Serdar; Acici, Koray; Asuroglu, Tunc; Ercelebi Ayyildiz, Tulin
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Interpretation of Magnetic Resonance Images of Temporomandibular Joint Disorders by Using Deep Learning
IEEE ACCESS
IF
3.6
2023-01-01
10
OA
AI
Ozsari, Sifa; Yapicioglu, Fatima Rabia; Yilmaz, Dilek; Kamburoglu, Kivanc; Guzel, Mehmet Serdar; Bostanci, Gazi Erkan; Acici, Koray; Asuroglu, Tunc
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Common Thorax Diseases Recognition Using Zero-Shot Learning With Ontology in the Multi-Labeled ChestX-ray14 Data Set
IEEE ACCESS
IF
3.6
2023-01-01
2
OA
AI
Soysal, Omurhan Avni; Guzel, Mehmet Serdar; Dikmen, Mehmet; Bostanci, Gazi Erkan
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Research Directions
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Co-authors
Cooperation Journals
K
Kıvanç Kamburoğlu
H-index: 36 · Papers: 172
A
Alok Mishra
H-index: 36 · Papers: 305
М
Мustafa Sevindik
H-index: 35 · Papers: 219
E
Ebru Akçapınar Sezer
H-index: 30 · Papers: 137
İ
İlgaz Akata
H-index: 24 · Papers: 232
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