Çağatay Berke Erdaş

Başkent University — Turkey

Medicine · Health Sciences

13h-index522citations44works2.62yr avg
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Research Topics

Parkinson's Disease Mechanisms and Treatments(9), Context-Aware Activity Recognition Systems(7), Neurological disorders and treatments(6), Retinal Imaging and Analysis(6), AI in cancer detection(5)

Publications44 total

Integrating Clinical Modeling and Machine Learning for Risk Assessment of Paracetamol and Other Nonsteroidal Anti-Inflammatory Drug Hypersensitivity in Children
The Journal of Allergy and Clinical Immunology In Practice·2026
Performance analysis of artificial intelligence‐based classification models for diagnosing asthma in children
Pediatric Allergy and Immunology·2025Open Access
Author response for "Performance Analysis of Artificial Intelligence Based Classification Models for Diagnosing of Asthma in Children"
2025
Performance of Artificial Intelligence in the Detection of Retinopathy of Prematurity Based on Clinical Risk Factors and Ophthalmic Examination Findings: A Observational Research-Descriptive Research
Turkiye Klinikleri Journal of Ophthalmology·2025Open Access
Detection of Faults in Electronic Printed Circuits with Image Processing Methods
2024
Automatic Detection of Shoulder Implant Manufacturers from Medical Images
2024· 1 cited
Development of Hybrid U-Net Models with Pre-trained VGG16 for Thyroid Nodule Segmentation
2024· 1 cited
CNN‐Based Neurodegenerative Disease Classification Using QR‐Represented Gait Data
Brain and Behavior·2024· 10 citedOpen Access
Enhancing Skin Disease Diagnosis Through Deep Learning: A Comprehensive Study on Dermoscopic Image Preprocessing and Classification
International Journal of Imaging Systems and Technology·2024· 7 citedOpen Access
Automated detection of type 1 ROP, type 2 ROP and A-ROP based on deep learning
Eye·2024· 15 citedOpen Access
EFFICIENT DETECTION OF MULTICLASS EYE DISEASES USING DEEP LEARNING MODELS: A COMPARATIVE STUDY
LIFE International Journal of Health and Life-Sciences·2024Open Access
Computer-aided colorectal cancer diagnosis: AI-driven image segmentation and classification
PeerJ Computer Science·2024· 3 citedOpen Access
Distributed Connected Dominating Set Based Algorithm for Mobile Ad-Hoc Networks
2024· 1 cited
End-to-end, real time and robust behavioral prediction module with ROS for autonomous vehicles
Communications Faculty of Sciences University of Ankara Series A2-A3 Physical Sciences and Engineering·2024Open Access
EFFICIENT DETECTION OF MULTICLASS EYE DISEASES USING DEEP LEARNING MODELS: A COMPARATIVE STUDY
MATTER International Journal of Science and Technology·2024· 1 citedOpen Access
Evaluation of Deep Learning Techniques in the Diagnosis of Polycystic Ovary Syndrome
2023· 4 cited
Noisy Label-Resistant Deep Learning Methods for Cancer Diagnosis in Histopathology Images
2023
Deep Learning and QR Code based Automated Diagnosis of Premature Retinopathy
2023· 2 cited
Skin Cancer Diagnosis Using Deep Learning Techniques Feed by Dermoscopic Images
2023
Derin Öğrenme Algoritmaları Kullanılarak Standart Mekanik Parçaların Sınıflandırması
2023
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Frequent Co-authors

Emre Sümer(8), Koray Açıcı(7), Hasan Oğul(7), Tunç Aşuroğlu(6), Didem Ölçer(6), Seda Kibaroğlu(3), Caner Kara(3), Gözde Arslan(3), Elif Nur Haner Kırğıl(3), Özge Yılmaz Topal(3), Ahmet Selmanoğlu(3), Işıl Atasoy(2), M. Kılınç Toprak(2), Hamit Erdem(2), Selda Güney(2), Eşay Kıran Yenice(2), Elifnur Erdemir(2), Mustafa Gürkan Yenice(2), Dilek Ulubaş Işık(2), Gökhan Yörüsün(2)