Dr. Öğr. Üyesi CEREN KAYA

BİYOMEDİKAL MÜH. | Biyoelektronik

Academic Competence

Contact information

ceren.kaya

03722912599

International Proceedings

Deep Learning for Cardiomyopathy Diagnosis Using Cardiac MRI: A Comparative Analysis of Dropout and Optimization Techniques on Classification Performance

Determination of EDA and SMOTE Effect on Imbalanced COPD Dataset Using Machine Learning Approach

Effect of Feature Selection Techniques on the Performance of Machine Learning Algorithms in Lung Cancer Risk Prediction

Investigation of Exploratory Data Analysis and Resampling Effect on Imbalanced Migraine Dataset Using Deep Neural Network Architectures

KAYA CEREN , PALABAŞ TUĞBA
International Conference on Engineering, Science and Technology (IConEST) | Sözlü Sunum | Elektronik | 2023-10-19 - 2023-10-22 | 15.10.2023

Determination of Conversion Predictors to Multiple Sclerosis Disease by Machine Learning Algorithms

Using CNN-Based Models for Detection of Acute Lymphoblastic Leukemia by Peripheral Blood Smear Images

Exploratory Data Analysis Based Diabetes Mellitus Disease Prediction Using Machine Learning Techniques and Voting Classifiers

Clinical Features Based Heart Disease Prediction Using Machine Learning Methods

Açısal Tarama ve Kenar Tespiti Yöntemleriyle İşaret Dilindeki El Hareketlerinin Tahmini

Görme Engelli Bireylere Yönelik İşitsel/Dokunsal Uyarı Verebilen Yardımcı Sistem Tasarımı

Polistiren Nanofiberlerin Yapay Sinir Ağları İle Çap Tahmini

Kitosan Mikro-Nano Partikül Çapı Tahmininde Yapay Sinir Ağları Uygulaması

Elektrokardiyogram Tabanlı Hasta Takip Sistemi Tasarımı

Rüzgar Türbini ve Güneş Takip Sistemiyle Desteklenmiş Elektrikli Araç Şarj İstasyonu Tasarımı

İki Eksenli Güneş Takip Sistemi Tasarımı

Optimizers Comparison of COVID-19 Prediction Performances Using Chest X-Ray Images

Prediction of Brain Tumor from Magnetic Resonance Images Using Convolutional Neural Network

Comparison of Deep Convolutional Neural Networks in Brain Tumor Classification Using Magnetic Resonance Imaging Scans

Impact of Different Optimizers on Predicting of COVID-19 Disease By Using Chest CT Scans

COVID-19 disease detection with analysis of cough sound signals and machine learning algorithms

KAYA CEREN , KARAKOÇ MERTCAN
4th International Conference on Artificial Intelligence and Applied Mathematics in Engineering (ICAIAME'22) | Sözlü Sunum | Elektronik | 2022-05-20 - 2022-05-22 | 30.05.2022

Classification of acute lymphoblastic leukemia from peripheral blood smear images using deep learning architectures

Colon cancer outcome prediction from histopathological images using deep convolutional neural network

Prediction of Alzheimer's disease from MRI images using deep learning techniques

Deep learning model based classification of breast cancer using histopathological images

Classification of chest radiography images based on deep convolutional neural network for coronavirus disease detection

Classification of refractive disorders from electrooculogram (EOG) signals by using data mining techniques

Detection of diabetic retinopathy disease from Video-Oculography (VOG) signals by artificial neural networks

Multi-Layer Perceptron and Radial Basis Function Neural Network Models for Classification of Diabetic Retinopathy Disease Using Video-Oculography Signals

KAYA CEREN , ERKAYMAZ OKAN, AYAR ORHAN, ÖZER MAHMUT
ICBE 2017 : 19th International Conference on Biomedical Engineering | Sözlü Sunum | Elektronik | 2017-11-02 - 2017-11-03 | 06.11.2017

Detecting Malware in Android Applications Based on Machine Learning Methods

Impact of Data Normalization in Classification of Respiratory Diseases with Convolutional Neural Network Models Using Chest X‐Ray Images

Machine Learning Approach for Early Diagnosis of Alzheimer's Disease Using rs-fMRI and Metaheuristic Optimization with Functional Connectivity Matrices