CEREN KAYA

Dr. Öğr. Üyesi

CEREN KAYA

Dr. Öğr. Üyesi

Biyoelektronik

Download Resume Contact
About

Department
MÜHENDİSLİK FAKÜLTESİ > BİYOMEDİKAL MÜH. > Biyoelektronik

Temel Alanı
  • Mühendislik Temel Alanı
Bilim Alanı
  • Biyomedikal Mühendisliği
Akademik Anahtar Kelime
  • İşaret İşleme
  • Görüntü İşleme
  • Yapay Zeka
Metrics
7 Article
33 Proceeding
3 Project
4 Book
1 Ödül
1 İdari Görev
2 h-index (WOS)
701 Total Cited (WOS)
Academic Activity
Education Details
2021 - Devam Ediyor
ANADOLU ÜNİVERSİTESİ
Sistemde tanımsız düzey

AÇIKÖĞRETİM FAKÜLTESİ | BİLGİSAYAR PROGRAMCILIĞI

2023 - Devam Ediyor
ZONGULDAK BÜLENT ECEVİT ÜNİVERSİTESİ
Sistemde tanımsız düzey

SOSYAL BİLİMLER ENSTİTÜSÜ | İŞ SAĞLIĞI VE GÜVENLİĞİ

2023 - Devam Ediyor
ZONGULDAK BÜLENT ECEVİT ÜNİVERSİTESİ
Sistemde tanımsız düzey

SOSYAL BİLİMLER ENSTİTÜSÜ | İŞ SAĞLIĞI VE GÜVENLİĞİ

2005 - 2008
PAMUKKALE ÜNİVERSİTESİ
Lisans-Anadal

MÜHENDİSLİK FAKÜLTESİ | ELEKTRİK-ELEKTRONİK MÜHENDİSLİĞİ

2017 - 2021
ANADOLU ÜNİVERSİTESİ
Lisans-Anadal

AÇIKÖĞRETİM FAKÜLTESİ | YÖNETİM BİLİŞİM SİSTEMLERİ

2014 - 2019
ZONGULDAK BÜLENT ECEVİT ÜNİVERSİTESİ
Doktora

FEN BİLİMLERİ ENSTİTÜSÜ | ELEKTRİK-ELEKTRONİK MÜHENDİSLİĞİ

Articles
SCI-Expanded
Evaluation of operational process parameters of polylactic acid filament extruder by quality and dynamic‐mechanical analysis measurements: A comparative study and classification
  • TOPRAK ESRA ,
  • TIĞLI AYDIN RAHİME SEDA ,
  • KAYA CEREN

Journal of Applied Polymer Science Volume 141 issue 36 | 2024

SCI-Expanded
Automatic detection of coronavirus disease (COVID-19) using X-ray images and deep convolutional neural networks
  • NARİN ALİ ,
  • KAYA CEREN ,
  • PAMUK ZİYNET

Pattern Analysis and Applications Volume 24 issue 3 pages: 1207 - 1220 | 2021

SCI-Expanded
Phase shifted-lateral shearing digital holographic microscopy imaging for early diagnosis of cysts in soft tissue-mimicking phantom
  • ONUR TUĞBA ÖZGE ,
  • USTABAŞ KAYA GÜLHAN ,
  • KAYA CEREN

Applied Physics B Volume 127 issue 5 pages: 1 - 13 | 2021

SCI-Expanded
Impact of hybrid neural network on the early diagnosis of diabetic retinopathy disease from video-oculography signals
  • KAYA CEREN ,
  • ERKAYMAZ OKAN ,
  • AYAR ORHAN ,
  • ÖZER MAHMUT

Chaos, Solitons & Fractals Volume 114 pages: 164 - 174 | 2018

TR DİZİN
Usage of Weka Software Based on Machine Learning Algorithms for Prediction of Liver Fibrosis/Cirrhosis
  • UZUN ARSLAN RUKİYE ,
  • PAMUK ZİYNET ,
  • KAYA CEREN

Black Sea Journal of Engineering and Science Volume 7 issue 3 pages: 445 - 456 | 2024

TR DİZİN
Detection of Heart Rate Variability from Photoplethysmography (PPG) Signals Obtained by Raspberry Pi Microcomputer
  • PAMUK ZİYNET ,
  • KAYA CEREN

Sakarya University Journal of Computer and Information Sciences Volume 5 issue 1 pages: 104 - 120 | 2022

TR DİZİN
Classification of Type 2 Diabetes Using Machine Learning Techniques
  • PAMUK ZİYNET ,
  • KAYA CEREN

European Journal of Science and Technology issue 28 pages: 1265 - 1268 | 2021

Proceedings
Özet bildiri
Detecting Malware in Android Applications Based on Machine Learning Methods
  • KAYA CEREN

Karaelmas International Science and Engineering Symposium (KISES'24)

Özet bildiri
Determination of EDA and SMOTE Effect on Imbalanced COPD Dataset Using Machine Learning Approach
  • KAYA CEREN ,
  • GÜRBÜZ GÖKHAN

ICHEAS 6th International Conference on Health, Engineering and Applied Sciences

Özet bildiri
Effect of Feature Selection Techniques on the Performance of Machine Learning Algorithms in Lung Cancer Risk Prediction
  • KAYA CEREN ,
  • GÜRBÜZ GÖKHAN

8th International Conference on Natural and Engineering Sciences (ICNES)

Özet bildiri
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)

Özet bildiri
Using CNN-Based Models for Detection of Acute Lymphoblastic Leukemia by Peripheral Blood Smear Images
  • KAYA CEREN ,
  • UZUN ARSLAN RUKİYE ,
  • ŞENYER YAPICI İREM

II. International Conference on Engineering Sciences

Özet bildiri
Determination of Conversion Predictors to Multiple Sclerosis Disease by Machine Learning Algorithms
  • KAYA CEREN ,
  • PALABAŞ TUĞBA

II. International Conference on Engineering Sciences

Özet bildiri
Exploratory Data Analysis Based Diabetes Mellitus Disease Prediction Using Machine Learning Techniques and Voting Classifiers
  • KAYA CEREN ,
  • ŞENYER YAPICI İREM ,
  • UZUN ARSLAN RUKİYE

Sivas II. International Conference on Scientific and Innovation Research

Tam metin bildiri
Görme Engelli Bireylere Yönelik İşitsel/Dokunsal Uyarı Verebilen Yardımcı Sistem Tasarımı
  • UZUN ARSLAN RUKİYE ,
  • ŞENYER YAPICI İREM ,
  • KAYA CEREN

17th International Scientific Research Congress - Science and Engineering (UBAK)

Özet bildiri
Açısal Tarama ve Kenar Tespiti Yöntemleriyle İşaret Dilindeki El Hareketlerinin Tahmini
  • UZUN ARSLAN RUKİYE ,
  • ŞENYER YAPICI İREM ,
  • KAYA CEREN

ICHEAS 5th International Conference on Health, Engineering and Applied Sciences

Özet bildiri
Clinical Features Based Heart Disease Prediction Using Machine Learning Methods
  • PALABAŞ TUĞBA ,
  • KAYA CEREN

ICHEAS 5th International Conference on Health, Engineering and Applied Sciences

Özet bildiri
Elektrokardiyogram Tabanlı Hasta Takip Sistemi Tasarımı
  • ŞENYER YAPICI İREM ,
  • KAYA CEREN ,
  • UZUN ARSLAN RUKİYE

5th International Anatolian Scientific Research Congress

Özet bildiri
Rüzgar Türbini ve Güneş Takip Sistemiyle Desteklenmiş Elektrikli Araç Şarj İstasyonu Tasarımı
  • UZUN ARSLAN RUKİYE ,
  • ŞENYER YAPICI İREM ,
  • KAYA CEREN

9th International Erciyes Conference on Scientific Research

Tam metin bildiri
Kitosan Mikro-Nano Partikül Çapı Tahmininde Yapay Sinir Ağları Uygulaması
  • DEMİR AYSU ,
  • TIĞLI AYDIN RAHİME SEDA ,
  • KAYA CEREN

7th Engineers of Future International Student Symposium (EFIS)

Tam metin bildiri
Polistiren Nanofiberlerin Yapay Sinir Ağları İle Çap Tahmini
  • EĞİLMEZ FEVZİYE ,
  • TIĞLI AYDIN RAHİME SEDA ,
  • KAYA CEREN

7th Engineers of Future International Student Symposium (EFIS)

Tam metin bildiri
Prediction of Brain Tumor from Magnetic Resonance Images Using Convolutional Neural Network
  • UZUN ARSLAN RUKİYE ,
  • KAYA CEREN ,
  • ŞENYER YAPICI İREM

Ege 2nd International Congress on Innovation Technologies & Engineering

Tam metin bildiri
Optimizers Comparison of COVID-19 Prediction Performances Using Chest X-Ray Images
  • KAYA CEREN ,
  • PALABAŞ TUĞBA

Ege 2nd International Congress on Innovation Technologies & Engineering

Özet bildiri
İki Eksenli Güneş Takip Sistemi Tasarımı
  • ŞENYER YAPICI İREM ,
  • KAYA CEREN ,
  • UZUN ARSLAN RUKİYE

Munzur 5th International Conference on Applied Sciences

Özet bildiri
Comparison of Deep Convolutional Neural Networks in Brain Tumor Classification Using Magnetic Resonance Imaging Scans
  • KAYA CEREN

9th International Conference on Engineering and Natural Sciences (ICENS'23)

Özet bildiri
Impact of Different Optimizers on Predicting of COVID-19 Disease By Using Chest CT Scans
  • KAYA CEREN ,
  • KARAKOÇ MERTCAN ,
  • ODABAŞ ÖZGE

10th International Conference on Advanced Technologies (ICAT'22)

Özet bildiri
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)

Özet bildiri
Classification of acute lymphoblastic leukemia from peripheral blood smear images using deep learning architectures
  • KAYA CEREN ,
  • ŞENYER YAPICI İREM ,
  • UZUN ARSLAN RUKİYE

6th International Conference on Engineering Technology and Innovation (ICETI'22)

Tam metin bildiri
Colon cancer outcome prediction from histopathological images using deep convolutional neural network
  • KAYA CEREN ,
  • ŞENYER YAPICI İREM ,
  • UZUN ARSLAN RUKİYE

4th International Engineering Research Symposium (INERS'22)

Özet bildiri
Deep learning model based classification of breast cancer using histopathological images
  • KAYA CEREN ,
  • KARAKOÇ MERTCAN

5th International Conference on Engineering Technologies (ICENTE'21)

Özet bildiri
Prediction of Alzheimer's disease from MRI images using deep learning techniques
  • KAYA CEREN ,
  • KARAKOÇ MERTCAN

4th International Conference on Artificial Intelligence towards Industry 4.0 (ICAII4.0'2021)

Tam metin bildiri
Classification of chest radiography images based on deep convolutional neural network for coronavirus disease detection
  • KAYA CEREN

4th International Conference on Engineering Technologies (ICENTE'20)

Tam metin bildiri
Classification of refractive disorders from electrooculogram (EOG) signals by using data mining techniques
  • KAYA CEREN ,
  • ERKAYMAZ OKAN ,
  • AYAR ORHAN ,
  • ÖZER MAHMUT

2018 26th Signal Processing and Communications Applications Conference (SIU)

Tam metin bildiri
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

Tam metin bildiri
Detection of diabetic retinopathy disease from Video-Oculography (VOG) signals by artificial neural networks
  • KAYA CEREN ,
  • ERKAYMAZ OKAN ,
  • AYAR ORHAN ,
  • ÖZER MAHMUT

2017 25th Signal Processing and Communications Applications Conference (SIU)

Özet bildiri
Classification of Adults According to Body Mass Index Based on Machine Learning Algorithms Using Ophtalmic Examination Findings
  • DURMAZ ENGİN CEREN ,
  • KAYA CEREN ,
  • TIĞLI AYDIN RAHİME SEDA

Türk Oftalmoloji Derneği (TOD) 57. Ulusal Kongre

Tam metin bildiri
Classification of diabetic retinopathy disease from Video-Oculography (VOG) signals with feature selection based on C4.5 decision tree
  • KAYA CEREN ,
  • ERKAYMAZ OKAN ,
  • AYAR ORHAN ,
  • ÖZER MAHMUT

2017 Medical Technologies National Congress (TIPTEKNO)

Tam metin bildiri
Determination of the physiological effects of diabetic retinopathy disease from Video-Oculography (VOG) signals using discrete wavelet transform
  • KAYA CEREN ,
  • ERKAYMAZ OKAN ,
  • AYAR ORHAN ,
  • ÖZER MAHMUT

2016 Medical Technologies National Congress (TIPTEKNO)

Tam metin bildiri
EOG controlled direction detect system with neuro-fuzzy approach
  • ERKAYMAZ HANDE ,
  • ÖZER MAHMUT ,
  • KAYA CEREN

2015 19th National Biomedical Engineering Meeting (BIYOMUT)

Tam metin bildiri
EOG based intelligent direction detect system with pre-filtering algorithm
  • ERKAYMAZ HANDE ,
  • ÖZER MAHMUT ,
  • KAYA CEREN ,
  • ORAK İLHAMİ MUHARREM

2015 23nd Signal Processing and Communications Applications Conference (SIU)

Projects
-Tübitak 1002 | Nationally Supported
TiO2 Katkılı Polistiren Nanofiber Çapı Tahmininde Yapay Sinir Ağları Modelleme Tekniklerinin Uygulanması
Tamamlandı

Start 2022 - Finish 2023

Yükseköğretim Kurumları tarafından destekli bilimsel araştırma projesi | Nationally Supported
Mental Aktivite Esnasında Raspberry Pi Mikroişlemcisi İle Elde Edilen PPG Sinyalinden Kalp Hızı Değişkenliğinin Gerçek Zamanlı Tespiti
Tamamlandı

Start 2020 - Finish 2021

Diğer (Ulusal) | Nationally Supported
Elektrookülogram (EOG) Sinyali ile Göz Hastalıkları ve Kusurlarının Tespiti
Tamamlandı

Start 2015 - Finish 2017

Books
Bilimsel Kitap
Mühendislik Bilimleri Alanında Akademik Çalışmalar
  • KAYA CEREN ,
  • UZUN ARSLAN RUKİYE ,
  • ŞENYER YAPICI İREM

2023, Gece Kitaplığı Yayınevi, ANKARA

Bilimsel Kitap
Mühendislik Alanında Akademik Analiz ve Tartışmalar
  • UZUN ARSLAN RUKİYE ,
  • KAYA CEREN

2023, Özgür Yayınları, GAZİANTEP

Bilimsel Kitap
Advances in Electrical, Electronics, and Communications Engineering: Innovations Shaping the Future
  • UZUN ARSLAN RUKİYE ,
  • KAYA CEREN ,
  • ŞENYER YAPICI İREM

2024, BIDGE Publications, ANKARA

Bilimsel Kitap
Mühendislik Alanında Akademik Analiz ve Tartışmalar
  • PALABAŞ TUĞBA ,
  • KAYA CEREN

2023, Özgür Yayınları, GAZİANTEP

Prizes
ICBE 2017 : 19th International Conference on Biomedical Engineering, World Academy of Science, Engineering and Technology
Best Paper Award

Administrative Duties
Bölüm Başkan Yardımcısı
  • BİYOMEDİKAL MÜH. -

Contact information
  • Telephone . . . . . 03722912599
  • E-mail . . . . . ceren.kaya