Publications & Works

Published journal articles indexed by SCI, SSCI, and AHCI

Articles Published in Other Journals

Refereed Congress / Symposium Publications in Proceedings

Data Augmentation with GAN increases the Performance of Arrhythmia Classification for an Unbalanced Dataset

4th International EurasianSciEnTech 2022, Ankara, Turkey, 14 - 16 December 2022, pp.545-552

Healthy-Unhealhty Classification using Respiratory Sounds and Shapley Values of Features

2nd International Artifical Intelligence in Health Conference, İzmir, Turkey, 16 April 2021, vol.1, pp.263-275

Healthy-Unhealthy Classification Using Respiratory Sounds and Shapley Values of Features

2nd International Artificial Intelligence in Health Congress IATI2021, İzmir, Turkey, 16 - 18 April 2021, vol.1, pp.263-274

Performance Comparison of Polyp Segmentation Model Using Imbalance-Aware Losses in Deep Neural Networks

2nd International Artificial Intelligence in Health Congress IATI2021, İzmir, Turkey, 16 - 18 April 2021, vol.1, pp.341-346

Genetic Algorithm based Clinical Decision Support System for the Early Diagnosis of Cardiovascular Diseases

2nd International Artificial Intelligence in Health Congress IATI2021, İzmir, Turkey, 16 - 18 April 2021, vol.1, pp.40-47

Identification of Colorectal Polyp Region using Optimized Deep Convolutional Encoder-Decoder Network

2nd International Artificial Intelligence in Health Congress, AITA, İzmir, Turkey, 16 - 18 April 2021, vol.1, pp.341-346

Two-Class Fuzzy Clustering Ensemble Approach Based on a Constraint on Fuzzy Memberships

7th Annual International Conference on Information Management and Big Data, SIMBig 2020, Virtual, Online, 1 - 03 October 2020, pp.139-153 identifier

Analysing the Performance of LDA (Linear Discriminant Analysis) Feature for Diagnosing PAF (Paroxysmal Atrial Fibrillation) Patients

International Scientific Meeting on Electrical-Electronics and Biomedical Engineering and Computer Science (EBBT), İstanbul, Turkey, 24 - 26 April 2019 identifier identifier

The Effect of Harmonics Count on SSVEP-Based BCI Results

Innovations in Intelligent Systems and Applications Conference (ASYU), İzmir, Turkey, 31 October - 02 November 2019, pp.110-113 identifier identifier

Silent Paroxysmal Atrial Fibrillation Detection by Neural Networks Based on ECG Records

International Scientific Meeting on Electrical-Electronics and Biomedical Engineering and Computer Science (EBBT), İstanbul, Turkey, 24 - 26 April 2019 identifier identifier

Clustering of PAF and non-PAF Subjects Based on Arrhythmia-Free Records

Uluslararası katılımlı elektrik, elektronik, bilgisayar, biyomedikal mühendislikeri bilimsel toplantısı, 11 - 13 October 2018

Clustering of Paroxysmal Atrial Fibrillation (PAF) and non-PAF subjects based on arrhythmia-free records

4th Electric Electronics, Computer Science, Biomedical Engineerings' Meeting, EBBT 2018, İstanbul, Turkey, 18 - 19 April 2018, pp.1-5 identifier

Determining Best HRV Indices for PAF Screening using Genetic Algorithm

10th International Conference on Electrical and Electronics Engineering (ELECO), Bursa, Turkey, 30 November - 02 December 2017, pp.1385-1388 identifier

PAROXYSMAL ATRIAL FIBRILLATION (PAF) SCREENING BY ENSEMBLE LEARNING

5th International Symposium on Electrical and Electronics Engineering (ISEEE), Galati, Romania, 20 - 22 October 2017 identifier identifier

Classification of Paroxysmal Atrial Fibrillation Patients with SD1, SD2 and CCM Features

22nd IEEE Signal Processing and Communications Applications Conference (SIU), Trabzon, Turkey, 23 - 25 April 2014, pp.297-300 Sustainable Development identifier identifier

Prediction of paroxysmal atrial fibrillation onset by using ECG

International Symposium on INnovations in Intelligent SysTems and Applications, INISTA 2012, Trabzon, Turkey, 2 - 04 July 2012 identifier

Development of a robotic-arm controller by using hand gesture recognition

International Symposium on INnovations in Intelligent SysTems and Applications, INISTA 2012, Trabzon, Turkey, 2 - 04 July 2012 identifier

EKG Vurularının Morfolojik Özniteliklerin Topografik Analizi

14. Biyomedikal Mühendisliği Ulusal Toplantısı, İzmir, Turkey, 20 - 22 May 2009

Topographic Analysis of Morphologic Features of ECG beats

14th National Biomedical Engineering Meeting, İzmir, Turkey, 20 - 22 May 2009, pp.159-162 identifier identifier

Microcontroller Based Hodgkin-Huxley Model Neuron Simulation

14th National Biomedical Engineering Meeting, İzmir, Turkey, 20 - 22 May 2009, pp.389-392 identifier identifier

Diagnosis of Congestive Heart Failure Patients using Poincare Measures Derived from ECG Signals

14th National Biomedical Engineering Meeting, İzmir, Turkey, 20 - 22 May 2009, pp.151-154 identifier identifier

Özdüzenleyici haritalar Kullanılarak Diken Dalgaların Analizi

Genç Bilim İnsanları ve Beyin Biyofiziği Çalıştayı, Turkey, 21 - 23 February 2008

Arrhythmia Classification Using Higher Order Statistics

IEEE 16th Signal Processing and Communications Applications Conference, Aydın, Turkey, 20 - 22 April 2008, pp.733-736 identifier identifier

Investigating the Effects of the Methods Used in Frequency Domain Measures in Heart Rate Variability Analysis

IEEE 16th Signal Processing and Communications Applications Conference, Aydın, Turkey, 20 - 22 April 2008, pp.601-604 identifier identifier

Effect of the input window size in arrhythmia classification with multilayer perceptron network structures

IEEE 15th Signal Processing and Communications Applications Conference, Eskişehir, Turkey, 11 - 13 June 2007, pp.628-631 identifier identifier

Final prediction error of autoregressive model as a new feature in the analysis of heart rate variability

IEEE 15th Signal Processing and Communications Applications Conference, Eskişehir, Turkey, 11 - 13 June 2007, pp.656-659 identifier identifier

Investigating effects of wavelet entropy detailed measures in heart rate variability analysis

IEEE 15th Signal Processing and Communications Applications Conference, Eskişehir, Turkey, 11 - 13 June 2007, pp.161-164 identifier identifier

Web based remote patient monitoring system

IEEE 14th Signal Processing and Communications Applications, Antalya, Turkey, 16 - 19 April 2006, pp.607-608 identifier identifier

Detection of spikes with multiple layer perceptron network structures

IEEE 14th Signal Processing and Communications Applications, Antalya, Turkey, 16 - 19 April 2006, pp.277-278 identifier identifier

Classification of branch block beats using higher order spectral analysis and neural networks

IEEE 14th Signal Processing and Communications Applications, Antalya, Turkey, 16 - 19 April 2006, pp.437-438 identifier identifier

Investigating the effects of wavelet entropy in heart rate variability analysis for diagnosing of congestive heart failure

IEEE 14th Signal Processing and Communications Applications, Antalya, Turkey, 16 - 19 April 2006, pp.281-282 identifier identifier

Etkileşimli Tıbbi Üç Boyutlu Görüntüleme için Nesne Tabanlı Bir Transfer Fonksiyon Editörü

10. Biyomedikal Mühendisliği Ulusal Toplantısı (BİYOMUT), İstanbul, Turkey, 1 - 04 May 2005, pp.110-120 Sustainable Development

Tıbbi Görüntü İşleme İçin Geliştirilmiş Java Tabanlı Bir DICOM Görüntüleme Yazılımı

10. Biyomedikal Mühendisliği Ulusal Toplantısı (BİYOMUT), İstanbul, Turkey, 1 - 04 May 2005, pp.101-119 Sustainable Development

Elektrik ve Elektronik Mühendiliğinde Modüler tabanda aktif eğitim Programlarının Yapılandırılması, ölçme ve Değerlendirme

Elektrik, Elektronik, Bilgisayar Mühendislikleri Eğitimi 1. Ulusal Sempozyumu ve Sergisi, Turkey, 30 April - 02 May 2003, pp.37-40

Increasing Learning Performance via In Class Team Quizzes in EEE Courses

New Information Technologies In Education Symposium, İzmir, Turkey, 1 - 05 September 2002

Building up design modules in problem based education

New Information Technologies in Education Symposium, İzmir, Turkey, 2 - 05 September 2002

How to create scenarios for problem based EEE curriculum

New Information Technologies in Education Symposium, İzmir, Turkey, 2 - 05 September 2002

A functional model of the olivocerebellar system that produces rhythmic activity at gamma frequency

23rd Annual International Conference of the IEEE-Engineering-in-Medicine-and-Biology-Society, İstanbul, Turkey, 25 - 28 October 2001, vol.23, pp.802-805 identifier identifier

Metrics

Publication

62

Citation (WoS)

376

H-Index (WoS)

8

Citation (Scopus)

488

H-Index (Scopus)

7

Project

8

Thesis Advisory

17

Open Access

13
UN Sustainable Development Goals