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Caglar Gurkan
Caglar Gurkan
PhD Candidate at Izmir Katip Celebi University & AI Engineer at ArkSigner Inc.
Verified email at ogr.ikcu.edu.tr
Title
Cited by
Cited by
Year
Classification of monkeypox skin lesion using the explainable artificial intelligence assisted convolutional neural networks
KD Akın, C Gurkan, A Budak, H Karataş
Avrupa Bilim ve Teknoloji Dergisi, 106-110, 2022
31*2022
A detection and prediction model based on deep learning assisted by explainable artificial intelligence for kidney diseases
AF Bayram, C Gurkan, A Budak, H KARATAŞ
Avrupa Bilim ve Teknoloji Dergisi, 67-74, 2022
152022
Automatic Skull Stripping and Brain Segmentation with U-Net in MRI Database
A Derin, AF Bayram, C Gurkan, A Budak, H KARATAŞ
Avrupa Bilim ve Teknoloji Dergisi, 75-81, 2022
32022
Pancreas Segmentation Using U-Net Based Segmentation Networks in CT Modality: A Comparative Analysis
A Derin, C Gurkan, A Budak, H KARATAŞ
Avrupa Bilim ve Teknoloji Dergisi, 94-98, 2022
32022
Classification and Segmentation of Alzheimer Disease in MRI Modality using the Deep Convolutional Neural Networks
F Karakaya, C Gurkan, A Budak, H KARATAŞ
Avrupa Bilim ve Teknoloji Dergisi, 99-105, 2022
32022
Analysis of the Effects of Segmentation Networks and Loss Functions in Ischemic Stroke Lesion Segmentation
AF Bayram, A Derin, C Gurkan, A Budak, H KARATAŞ
Avrupa Bilim ve Teknoloji Dergisi, 82-87, 2022
22022
Evrişimli Sinir Ağları ve YOLO Mimari Tasarımlarını Kullanarak Gerçek Zamanlı Maske Tespiti, Sosyal Mesafe ve Kalabalık Analizi
C Gurkan, S Kozalioglu, M Palandoken
Academic Perspective Procedia 4 (1), 195-204, 2021
2*2021
Segmentation of prostate zones on a novel MRI database using Mask R-CNN: An implementation on PACS system
Ç Gürkan, A Budak, H Karatas, K Akın
Journal of the Faculty of Engineering and Architecture of Gazi University 39 …, 2024
1*2024
Convolutional Neural Networks for MRI-Based Brain Tumor Segmentation: A Comparative Analysis of State-of-the-Art Segmentation Networks
AF Bayram, C Gurkan, A Budak, H Karatas
12022
Effect of Preprocessing and Loss Functions on a Novel Dataset: An Application on MRI-Based Prostate Lesion Segmentation using U-Net
C Gurkan, A Budak, H Karatas, K Akin
12022
SMARfacTory-Net: Mermerin Sınıflandırılması için Bilgisayarlı Görü, QR Kod ve Android Tabanlı Teknolojilerle Desteklenen Sistem Tasarımının Geliştirilmesi
Ç GÜRKAN, M PALANDÖKEN
Computer Science, 347-358, 2021
12021
COVID-19 Related Tweets Classification and Sentiment Analysis Based on Machine Learning Approaches and Deep Learning Architecture Designs: A Comprehensive Analysis
C Gurkan, S Kozalioglu, I Akdag, C Gocen, M Palandoken
2022
BioMed-Net: Development of COVID-19 Auxiliary Diagnosis System Supported by Graphical User Interface Using Deep Learning Methods
C Gurkan, S Kozalioglu, I Akdag, C Gocen, M Palandoken
2022
Fully Automatic End-to-End Convolutional Neural Networks-Based Pancreatic Tumor Segmentation on CT Modality
AF Bayram, C Gurkan, A Budak, H Karatas
2022
Android Tabanlı QR Kod Teknolojisi ile Desteklenen Envanter Takip Sisteminin Geliştirilmesi
Ç GÜRKAN, M PALANDÖKEN
Avrupa Bilim ve Teknoloji Dergisi, 1229-1232, 2021
2021
Kişisel Bilgiler ve Günlük Aktiviteler Gibi Tetikleyicilerin Migren Atağı Üzerindeki Etkilerinin Makine ve Derin Öğrenme Yaklaşımları ile Analizi
Ç Gürkan, S Kozalıoğlu, M Palandöken
Avrupa Bilim ve Teknoloji Dergisi, 1233-1236, 2021
2021
Development of Decision Support System for Early Stage Diabetes Diagnosis Using Machine Learning and Deep Learning Methods: A Comprehensive Analysis
C Gurkan, S Kozalioglu, M Palandoken
Academic Perspective Procedia 4 (1), 186-194, 2021
2021
EGA-Net: Endüstri 4.0 ve Dijital Dönüşüm Döneminde Üretim Çalışanlarının Yüz İfadesi, Yaş ve Cinsiyetlerinin Derin Öğrenme Yöntemleri ile Analizi
Ç GÜRKAN, M PALANDÖKEN
Computer Science 2021, 70-81, 2021
2021
Development of Android-based Internet of Things Application for Data Tracking in Smart Marble Factories
C Gurkan
Journal of Artificial Intelligence and Data Science 1 (1), 41-44, 2021
2021
Machine Learning Approaches to Sentiment Analysis Using Tweets About AstraZeneca COVID-19 Vaccine
C Gurkan, M Palandoken
The Fifth International Conference on Computational Mathematics and …, 2021
2021
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