Yazar "Gencer, Kerem" için listeleme
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A Comparative Analysis of ChatGPT and Medical Faculty Graduates in Medical Specialization Exams: Uncovering the Potential of Artificial Intelligence in Medical Education
Gencer, Gulcan; Gencer, Kerem (Springernature, 2024)Background This study aims to evaluate the performance of ChatGPT in the medical specialization exam (MSE) that medical graduates take when choosing their postgraduate specialization and to reveal how artificial ... -
Advanced retinal disease detection from OCT images using a hybrid squeeze and excitation enhanced model
Gencer, Guelcan; Gencer, Kerem (Public Library Science, 2025)Background Retinal problems are critical because they can cause severe vision loss if not treated. Traditional methods for diagnosing retinal disorders often rely heavily on manual interpretation of optical coherence ... -
Analysis of the effect of hashimoto's thyroiditis and insulin resistance on ovarian volume in patients with polycystic ovary syndrome
Gencer, Gülcan; Serin, Aliye Nigar; Gencer, Kerem (BioMed Central, 2023)Objective: In this study, patients were divided into two groups. Patients with polycystic ovary syndrome (PCOS) and patients with polycystic ovary syndrome + Hashimoto's Thyroid (PCOS + HT). The effect of insulin resistance ... -
Android Ransomware Detection System using Feature Selection with Bootstrap Aggregating MARS
Gencer, Kerem; Basciftci, Fatih (İzmir Academy Association, 2024)Android ransomware has become one of the most dangerous types of attack that have occurred recently due to the increasing use of the Android operating system. Generally, ransomware is based on the idea of encrypting the ... -
Deep Learning Approaches for Retinal Image Classification: A Comparative Study of GoogLeNet and ResNet Architectures
Gencer, Kerem; Gencer, Gülcan; Cizmeci, İnayet Hakkı (Umut SARAY, 2024)This study evaluates the performance of four deep learning models, namely GoogLeNet (InceptionV3), ResNet-18, ResNet-50, and ResNet-101, in classifying Optical Coherence Tomography (OCT) images. Images were pre-processed ... -
Hybrid deep learning approach for brain tumor classification using EfficientNetB0 and novel quantum genetic algorithm
Gencer, Kerem; Gencer, Gulcan (Peerj Inc, 2025)One of the most complex and life-threatening pathologies of the central nervous system is brain tumors. Correct diagnosis of these tumors plays an important role in determining the treatment plans of patients. Traditional ... -
Large Language Models in Healthcare: A Bibliometric Analysis and Examination of Research Trends
Gencer, Gulcan; Gencer, Kerem (Dove Medical Press Ltd, 2025)Background: The integration of large language models (LLMs) in healthcare has generated significant interest due to their potential to improve diagnostic accuracy, personalization of treatment, and patient care efficiency. ... -
Mini Percutaneous Nephrolithotomy vs Standard Percutaneous Nephrolithotomy: A Perioperative Decision Support System for Surgical Success Comparison
Gencer, Kerem (Dove Medical Press Ltd, 2023)Purpose: This study aimed to rank the features that are important in terms of safety and effectiveness in choosing the surgical method and providing appropriate care to the patient by using the variables examined before ... -
Modeling Android Security Vulnerabilities: Insights from Statistical Distributions
Gencer, Kerem; Basciftci, Fatih (Adem KORKMAZ, 2024)Android operating system is a mobile operating system that supports multimedia features. Android offers a wide range of applications and integrated features for playing, recording, editing and sharing audio, video, images ... -
Photodiagnosis with deep learning: A GAN and autoencoder-based approach for diabetic retinopathy detection
Gencer, Kerem; Gencer, Gulcan; Ceran, Tugce Horozoglu; Er Bilir, Aynur; Dogan, Mustafa (Elsevier, 2025)Background: Diabetic retinopathy (DR) is a leading cause of visual impairment and blindness worldwide, necessitating early detection and accurate diagnosis. This study proposes a novel framework integrating Generative ... -
Problem-based Learning in the Metaverse Environment: Evaluation of Virtual Reality Applications in Medical Education
Gencer, Gülcan; Şensoy, Nazlı; Gencer, Kerem (Mehmet Akif OCAK, 2025)The metaverse is defined as an inevitable evolution of the internet and holds great potential as a new medium for social interaction. Its integration into educational environments has been increasingly recommended. This ... -
TIP FAKÜLTESİ ÖĞRENCİLERİNİN TIBBİ YAPAY ZEKA HAZIR BULUNUŞLULUĞUNUN İNCELENMESİ
Gencer, Kerem; Gencer, Gülcan (2024)AMAÇ: Bu çalışmada, yapay zekanın (YZ) sağlık alanında hayatımızın ayrılmaz bir parçası haline gelmesi ile birlikte tıp öğrencilerinin yapay zeka teknolojileri ve yapay zekanın tıptaki uygulamaları konusunda algıladıkları ... -
Türkiye’de Tıp Eğitimi Müfredatlarında Yapay Zeka Derslerinin Durumunun Araştırılması
Gencer, Kerem; Gencer, Gülcan (Mersin University, 2024)Yapay Zeka (AI), çeşitli sektörlerde önemli etkileri olan, hızla ilerleyen bir teknolojidir. Sağlık hizmetlerindeki ilerlemelerle birlikte tıp eğitimi de yapay zekanın etkisi altında gelişiyor. Bu dönüşüm, artan veri ... -
Variable selection in gender and age decision-making for traumatic spine and thoracic pathologies after various accidents with Multivariate Adaptive Regression Spline (MARS)
Gencer, Gülcan; Gencer, Kerem; Dumanlı, Ahmet (Holistence Publications, 2023)Trauma is a condition that affects the body’s structure and results from outside factors. After heart disease and cancer, it is the most common cause of death across all age categories. For a variety of causes, people are ...
