People
Principal Investigator
Yeşim Serinağaoğlu Doğrusöz, Ph.D.
Assoc. Prof.
Middle East Technical University,
Department of Electrical and Electronics Engineering
Ankara/TURKEY
e-mail: yserin@metu.edu.tr
Web site: https://blog.metu.edu.tr/yserin/
Phone: +90 (312) 210 2375
Graduate Students
Taha Erenler, Electrical and Electronics Engineering, Ph.D. candidate
Undergraduate Students
Berfin Kökmen
Eda Özkaynar
Defne Odabaşı
Demet Tangolar
Yunus Emre Tüysüz
Alumni
PhD Graduates
- Önder Nazım Onak, Ph.D., “Adaptive multivariate solution schemes for the inverse electrocardiography problem,” Graduate School of Applied Mathematics, METU, 2018 (co-supervised by Dr. Gerhard Wilhelm Weber).
MSc Graduates
- Muhammed Saadeddin Koçak, M.Sc., “Comprehensive Evaluation of Multivariate Adaptive Regression Spline-Based Approaches for Solving the Inverse Electrocardiography Problem with Experimental Datasets,” Electrical and Electronics Engineering, METU, 2023.
- Furkan Aldemir, M.Sc., “Geometric Model Error Reduction in Inverse Problem of Electrocardiography,” Electrical and Electronics Engineering, METU, 2023.
- Kutay Uğurlu, M.Sc., “Improvement of Electrocardiographic Imaging Reconstructions: A Physics-Guided AI Approach and an Efficient Method for Training Data Reduction,” Electrical and Electronics Engineering, METU, 2023.
- Nika Rasoolzadeh, M.Sc., “Solving the Inverse Problem of Electrocardiography for Spontaneous PVC Localization: Analysis of Clinical Electrocardiographic Data,” Graduate School of Applied Mathematics, METU, 2023.
- Taha Erenler, M.Sc., “Comparison of ML and MAP parameter estimation techniques for the solution of inverse electrocardiography problem,” Electrical and Electronics Engineering, METU, 2018.
- Erdem Yanar, “Reduction of false arrhythmia alarms on patient monitoring systems in intensive care units by using fuzzy logic algorithms,” Electrical and Electronics Engineering, METU, 2018
- Görkem Polat, “Classification of lung nodules in CT images using convolutional neural networks,” Electrical and Electronics Engineering, METU, 2018 (co-supervised by Dr. Ugur Halici)
- Sahar Habibiabad, “A new MEMS approach for spirometers,” Graduate Program of Biomedical Engineering, METU 2016 (co-supervised by Dr. İlker Beyaz)
- Muharrem Demiray, “A novel method for the quantification of coronary artery stenosis: a 2D QCA system,” Electrical and Electronics Engineering, METU, 2015 (co-supervised by Dr. Tulga Ulus)
- Mohammadreza Robaei, “Design and implementation of an ECG front end circuit,” Electrical and Electronics Engineering, METU, 2015
- Mir Mehdi Seyedebrahimi, “Simulation of transmembrane potential propagation in three dimensional ventricular tissue using Aliev Panfilov model,” Graduate Program of Biomedical Engineering, METU 2015 (co-supervised by Dr. Ferhat Eyyüpkoca)
- Gizem Bedir, “Forward problem of electrocardiography in terms of 3D transmembrane potentials using COMSOL,” Graduate Program of Biomedical Engineering, METU 2015 (co-supervised by Dr. Barbaros Çetin)
- Fourough Gharbalchi No, “Body surface lead reduction algorithm and its use in inverse problem of electrocardiography,” Graduate Program of Biomedical Engineering, METU, 2015 (co-supervised by Dr. Gerhard Wilhelm Weber)
- Alperen Güçlü, “Comparison of five regularization methods for the solution of inverse electrocardiography problem,” Electrical and Electronics Engineering, METU, 2013
- Ersin Karcı, “Detection of post apnea sounds and apnea periods from sleep sounds,” Electrical and Electronics Engineering, METU, 2011 (co-supervised by Dr. Tolga Çiloğlu)
- Ali Reza Mazloumi Gavgani, “Use of genetic algorithm for selection of regularization parameters in multiple constraint inverse ECG problem,” Electrical and Electronics Engineering, METU, 2011
- Sinan Öz, “Implementation of three segmentation algorithms for CT images of torso,” Electrical and Electronics Engineering, METU, 2011
- Ceren Bora, “A cellular automaton based electromechanical model of the heart,” Graduate Program of Biomedical Engineering, METU, 2010 (co-supervised by Dr. Ergin Tönük)
- Ali Bircan, “Solution of inverse electrocardiography problem using minimum relative entropy method,” Electrical and Electronics Engineering, METU, 2010
- Sedat Sarıkaya, “Combination of conventional regularization methods and genetic algorithms for solving the inverse problem of electrocardiography,” Graduate School of Applied Mathematics, METU, 2010 (co-supervised by Dr. Gerhard Wilhelm Weber)
- Ümit Aydın, “Solution of inverse problem of electrocardiography using state-space models,” Electrical and Electronics Engineering, METU, 2009
- Bengi Koç, “Detection and classification of QRS complexes from the ECG recordings,” Electrical and Electronics Engineering, METU, 2008
- Murat Önal, “Evaluation of spatial and spatio-temporal regularization approaches in inverse problem of electrocardiography,” Electrical and Electronics Engineering, METU, 2008
- Mustafa Çavuşoglu, “An efficient fast method of snore detection for sleep disorder investigation,” Electrical and Electronics Engineering, METU, 2007
- Volkan Tanrıverdi, “Removal of baseline wandering from the electrocardiogram,” Electrical and Electronics Engineering, METU, 2006
- Onur Ali Demirkol, “Segmentation of torso CT images,” Electrical and Electronics Engineering, METU, 2006
- Arda Kurt (co-supervisor), “Boundary element method formulation and its solution in forward problem of electrocardiography by using a realistic torso model,” Graduate School of Applied Mathematics, METU, 2006 (supervisor: Gerhard Wilhelm Weber)