Sobhan Sheykhivand

Education

PhD. in Biomedical Engineering (Bioelectrics) , University of Tabriz , Iran (2018 - 2022)
Thesis title: Automatic driver fatigue detection based on physiological signals.
MSc. in Biomedical Engineering (Bioelectrics) , University of Tabriz , Iran (2016 - 2018)
Thesis title: Automatic sleep stage classification from EEG signals based on EMD
BSc. in Electrical Engineering , Azad Islamic University, Urmia Branch , Iran (2014 - 2016)
Thesis title: A new design full adder based-CNTFET with low power consumption and high-speed

Courses

Bachelor Of Science

Introduction to Biomedical Engineering

Numerical calculations

Computer programming

Electrical workshop

Physiology

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Research activities

Journal Papers

Construction of TiO2 nanorod/graphene/Cu3P nanocomposite as indirect Z-scheme heterojunction photocatalyst for the treatment of oil refinery wastewater Ghader Hosseinzadeh, Alireza Yousefi, Seyed Mehdi Sajjadi, Reza Hajiaghaie Vafaie, Sobhan Sheykhivand, Jamal Dabbagh Yarishah, Javad Yekrang, Mehdi Shaban Ghazani (2025)

A Bionic Sensing Platform for Cell Separation: Simulation of a Dielectrophoretic Microfluidic Device That Leverages Dielectric Fingerprints Reza Hajiaghaie Vafaie, Elnaz Poorreza, Sobhan Sheykhivand, Sebelan Danishvar (2025)

Numerical Study of ACET Assisting Concentrator for On-chip Analytical Detection of Low-concentration Analytes Reza Hajiaghaie Vafaie, Sobhan Sheykhivand (2025)

EEG-based functional connectivity analysis of brain abnormalities: A systematic review study Nastaran Khaleghi, Shaghayegh Hashemi, Mohammad Peivandi, Sevda Sevda Zafarmandi Ardabili, Mohammadreza Behjati, Sebelan Danishvar, Sobhan Sheykhivand (2025)

Theoretical and Experimental Study of an Electrokinetic Micromanipulator for Biological Applications Reza Hajiaghaie Vafaie, Ali Fardi Ilkhchy, Sobhan Sheykhivand, Sabalan Daneshvar (2025)

An Ensemble Deep Learning Approach for EEG-Based Emotion Recognition Using Multi-Class CSP Behzad Yousefipour, Vahid Rajabpour, Hamidreza Abdoljabbari, Sobhan Sheykhivand, Sebelan Danishvar (2024)

Automatic Recognition of Multiple Emotional Classes from EEG Signals through the Use of Graph Theory and Convolutional Neural Networks Fatemeh Mohajelin, Sobhan Sheykhivand, Abbas Shabani, Morad Danishvar, Sebelan Danishvar, Lida Zare Lahijan (2024)

Automatic Detection of Acute Leukemia (ALL and AML) Utilizing Customized Deep Graph Convolutional Neural Networks Lida Zare Lahijan, Mahsan Rahmani, Nastaran Khaleghi, Sobhan Sheykhivand, Sebelan Danishvar (2024)

An Automatic Lie Detection Model Using EEG Signals Based on the Combination of Type 2 Fuzzy Sets and Deep Graph Convolutional Networks Mahsan Rahmani, Fatemeh Mohajelin, Nastaran Khaleghi, Sobhan Sheykhivand, Sebelan Danishvar (2024)

A Novel Approach for Automatic Detection of Driver Fatigue Using EEG Signals Based on Graph Convolutional Networks Sevda Sevda Zafarmandi Ardabili, Soufia Bahmani, Lida Zare Lahijan, Nastaran Khaleghi, Sobhan Sheykhivand, Sebelan Danishvar (2024)

Salient Arithmetic Data Extraction from Brain Activity via an Improved Deep Network Nastaran Khaleghi, Shaghayegh Hashemi, Sevda Sevda Zafarmandi Ardabili, Sobhan Sheykhivand, Sabalan Daneshvar (2023)

Deep Learning for Detecting Multi-Level Driver Fatigue Using Physiological Signals: A Comprehensive Approach Mohammad Peivandi, Sevda Sevda Zafarmandi Ardabili, Sobhan Sheykhivand, Sabalan Daneshvar (2023)

Customized 2D CNN Model for the Automatic Emotion Recognition Based on EEG Signals Farzad Baradaran, Ali Farzan, Sabalan Daneshvar, Sobhan Sheykhivand (2023)

Automatic Emotion Recognition from EEG Signals Using a Combination of Type-2 Fuzzy and Deep Convolutional Networks Farzad Baradaran, Ali Farzan, Sabalan Daneshvar, Sobhan Sheykhivand (2023)

Conference Papers

Design and fabrication of a cost-effective dry electrode for electroencephalography (EEG) signal acquisition Sobhan Sheykhivand, Nastaran Khaleghi, Lida Zare Lahijan (2025)

Design and Evaluation of a Low-Cost Dry Electrode for Physiological Signal Acquisition Sobhan Sheykhivand, Nastaran Khaleghi, Maryam Khoshkhabar (2025)

A Novel CMOS Capacitance Detection Circuit with Zepto-Farad Resolution Dedicated for Life Science Applications Tayebeh Azadmousavi, Sobhan Sheykhivand, Reza Hajiaghaie Vafaie, Ebrahim Ghafar-Zadeh (2025)

Robust EEG-Based Lie Detection via GCN and Type-2 Fuzzy Activation Sobhan Sheykhivand, Tayebeh Azadmousavi, Nastaran Khaleghi, Mehdi Zarei (2025)

Multi-Level Driver Fatigue Detection Using EEG Signals with CNN–LSTM Models in a Compressed Sensing Framework Sobhan Sheykhivand, Nastaran Khaleghi (2024)

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Research interests

Pattern Recognition
Deep Learning
Neural Networks
Biomedical Signal Processing
BCI

Head of department (1404 - present)
Head of examinations for the second half of the academic year 1403-1404 (1404 - 1404)
Graduate Education Representative, Electrical Engineering Department (1404 - present)

Consulting Professor, Scientific Association of Medical Engineering

Scholar

بیست و چهارمین کنفرانس زیست پزشکی ایران-28 و 29 آبان 1404-دانشگاه سهند-تبریز-ایران

Sobhan Sheykhivand

Education

Courses

Research activities

Research interests

Executive activities

Scientific Societies Membership

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