Mehmet Serdar Güzel - Publications, H-index & Citations

Mehmet Serdar Güzel

ankara university

18H指数

162论文数

1.4K被引数

收录论文 29

发表时间

Generalizable machine learning framework for Bragg peak prediction in polymeric materials using Monte Carlo simulations 基于蒙特卡罗模拟的聚合物材料布拉格峰预测通用机器学习框架

Nuclear Engineering and Technology

IF2.6

2026-08-25

OAAI

Fatih Eki̇nci̇; Nur Kaya; Zeyneb Sude Alaca; Berfin Türkoğlu; Aynur Akbarlı; Mehmet Serdar Güzel; Mehmet Büyükyıldız

Explainable latent-space and anomaly-sensitive learning for thermodynamic crystal stability prediction 可解释的潜在空间和异常敏感学习用于热力学晶体稳定性预测

Computational Materials Science

IF3.3

2026-08-23

PREAI

Hilal Akarkamçı; Ümit Kaya Eryılmaz; Fatih Ekinci; Koray Acici; Güney Uğurlu; Dursun Delen; Mehmet Serdar Guzel

High-resolution Monte Carlo evaluation of mass energy absorption coefficients for zirconium 锆的质量能量吸收系数的高分辨率蒙特卡罗评估

Radiation Physics and Chemistry

IF3.3

2026-07-02

PREAI

Fatih EKİNCİ; Nur Kaya; Zeyneb Sude Alaca; Berfin Türkoğlu; Aynur Akbarli̇; Mehmet Serdar Güzel; Esil Kara; Mehmet Büyükyildiz

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”回复Pastore, E.P. 关于“Korkmaz等人. 基于深度学习和可解释人工智能的Discomycetes物种分类方法。Biology 2025, 14, 719”的评论

Biology

IF3.5

2026-01-07

OAAI

Aras Fahrettin Korkmaz; Fatih Ekinci; Şehmus Altaş; Eda Kumru; Mehmet Serdar Güzel; Ilgaz Akata

A Comparative Evaluation of Zero-Shot Performance of SAM, SAM2, MedSAM, and MedSAM2 Models on Lung Segmentation 零样本性能比较：SAM、SAM2、MedSAM和MedSAM2模型在肺部分割任务上的评估

Journal of Imaging Informatics in Medicine

IF0

2025-12-10

PREAI

Hakan Buyukpatpat; Ebru Akcapinar Sezer; Mehmet Serdar Guzel

A Comparative Analysis of CNN Architectures, Fusion Strategies, and Explainable AI for Fine-Grained Macrofungi Classification CNN架构、融合策略及可解释人工智能在精细级大型真菌分类中的比较分析

Biology 2025, Vol. 14, Page 1733

IF3.5

2025-12-04

OAAI

Mustafa Sevindik; Aras Fahrettin Korkmaz; Fatih Ekinci; Eda Kumru; Ömer Burak Altındal; Alperen Aydın; Mehmet Serdar Güzel; Ilgaz Akata

Deep Learning Performance in Analyzing Nailfold Videocapillaroscopy Images in Systemic Sclerosis 系统性硬化症中深度学习分析甲襞视频毛细血管镜图像的性能

Diagnostics 2025, Vol. 15, Page 2912

IF3.3

2025-11-19

OAAI

Müçteba Enes Yayla; Ayhan Aydın; Mahmut Kılıçaslan; Mürüvvet Kalkan; Mehmet Serdar Güzel; Aida Shikhaliyeva; Serdar Sezer; Emine Uslu; Aşkın Ateş; Tahsin Murat Turgay

Comprehensive Experimentation of Pretrained Models on Slice-Based Classification of Interstitial Lung Disease Patterns 基于切片分类的间质性肺病模式预训练模型综合实验研究

International Journal of Imaging Systems and Technology

IF2.5

2025-10-30

PREAI

Hakan Buyukpatpat; Ebru Akcapinar Sezer; Mehmet Serdar Guzel

Advanced deep learning approaches for the automated classification of macrofungal species in biodiversity monitoring 高级深度学习方法在生物多样性监测中用于自动分类大型真菌物种

Trakya University Journal of Natural Sciences

IF0

2025-10-01

OAAI

Ozsari, Sifa; Kumru, Eda; Ekinci, Fatih; Guzel, Mehmet Serdar; Acici, Koray; Aguroglu, Tunc; Akata, Ilgaz

Deep Ensemble Learning and Explainable AI for Multi-Class Classification of Earthstar Fungal Species 深度集成学习与可解释人工智能在地球星真菌物种多类分类中的应用

Biology 2025, Vol. 14, Page 1313

IF3.5

2025-09-29

OAAI

Eda Kumru; Aras Fahrettin Korkmaz; Fatih Ekinci; Abdullah Aydoğan; Mehmet Serdar Güzel; Ilgaz Akata

Classification of Mycena and Marasmius Species Using Deep Learning Models: An Ecological and Taxonomic Approach 使用深度学习模型对Mycena和Marasmius物种进行分类: 一种生态和分类学方法

SENSORS

IF3.5

2025-03-07

OAAI

Ekinci, Fatih; Ugurlu, Guney; Ozcan, Giray Sercan; Acici, Koray; Asuroglu, Tunc; Kumru, Eda; Guzel, Mehmet Serdar; Akata, Ilgaz

Deep Learning-Based Classification of Macrofungi: Comparative Analysis of Advanced Models for Accurate Fungi Identification

SENSORS

IF3.5

2024-11-09

OAAI

Ozsari, Sifa; Kumru, Eda; Ekinci, Fatih; Akata, Ilgaz; Guzel, Mehmet Serdar; Acici, Koray; Ozcan, Eray; Asuroglu, Tunc

Heuristic algorithm for an optimal solution of fully fuzzy transportation problem

COMPUTING

IF2.8

2024-07-21

PREAI

Kartli, Nermin; Bostanci, Erkan; Guzel, Mehmet Serdar

A Novel Hybrid Machine Learning-Based System Using Deep Learning Techniques and Meta-Heuristic Algorithms for Various Medical Datatypes Classification 一种新颖的基于混合机器学习的系统，使用深度学习技术和元启发式算法对各种医学数据类型进行分类

DIAGNOSTICS

IF3.3

2024-07-09

OAAI

Kadhim, Yezi Ali; Guzel, Mehmet Serdar; Mishra, Alok

Cloud type classification using deep learning with cloud images

PEERJ COMPUTER SCIENCE

IF2.5

2024-01-03

OAAI

Guzel, Mehmet; Kalkan, Muruvvet; Bostanci, Erkan; Acici, Koray; Asuroglu, Tunc

AI-Powered Integrated With Encoding Mechanism Enhancing Privacy, Security, and Performance for IoT Ecosystem

IEEE ACCESS

IF3.6

2024-01-01

OAAI

Farea, Ali Hamid; Alhazmi, Omar H.; Samet, Refik; Guzel, Mehmet Serdar

Crohn's Disease Prediction Using Sequence Based Machine Learning Analysis of Human Microbiome

DIAGNOSTICS

IF3.3

2023-09-01

OAAI

Unal, Metehan; Bostanci, Erkan; Ozkul, Ceren; Acici, Koray; Asuroglu, Tunc; Guzel, Mehmet Serdar

A Comprehensive Review of Artificial Intelligence Based Algorithms Regarding Temporomandibular Joint Related Diseases 基于人工智能的颞下颌关节相关疾病算法综述

DIAGNOSTICS

IF3.3

2023-08-18

OAAI

Ozsari, Sifa; Guzel, Mehmet Serdar; Yilmaz, Dilek; Kamburoglu, Kivanc

Deep Learning in Diagnosis of Dental Anomalies and Diseases: A Systematic Review

DIAGNOSTICS

IF3.3

2023-07-27

OAAI

Sivari, Esra; Senirkentli, Guler Burcu; Bostanci, Erkan; Guzel, Mehmet Serdar; Acici, Koray; Asuroglu, Tunc

Machine Learning Analysis of RNA-seq Data for Diagnostic and Prognostic Prediction of Colon Cancer 用于结肠癌诊断和预后预测的rna-seq数据的机器学习分析

SENSORS

IF3.5

2023-03-13

OAAI

Bostanci, Erkan; Kocak, Engin; Unal, Metehan; Guzel, Mehmet Serdar; Acici, Koray; Asuroglu, Tunc

研究方向