Dr. Golnaz Baghdadi
Assistant Professor
Department of Biomedical Engineering
Bioelectric
Department of Biomedical Engineering
Bioelectric
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Email:
golnaz_baghdadi
aut.ac.ir
aut.ac.irPhone:
02164542390
h-index (Scopus):
10.00
Citations (Scopus):
319
Educational Records
#
Degree/Major
University
City
Country
Graduation Date
1
BS/Biomedical Engineering
Shahed University
Tehran
Iran
2005
2
Msc/Biomedical Engineering
Shahed University
Tehran
Iran
2008
3
PhD/Biomedical Engineering
Amirkabir University of Technology
Tehran
Iran
2017
Scientific & Industrial Experience
#
Responsibilities Titles
Name of Organization
Starting Date
Termination Date
1
Associate Researcher
Caica Neuroscience and Artificial Intelligence Innovation Center
2023
2
Artificial intelligence and product development team manager
Radial Company
2022
2024
3
Senior Product Research and Development Specialist
Metacagnium startup
2023
2025
4
Senior researcher and software developer in ML
BONDA innovation center, “freqqquency” start-up
2021
2022
5
Postdoc researcher
Biomedical Engineering (Bioelectric), Amirkabir University of Technology
2017
2020
6
Postdoc researcher, Iran National Science Foundation, Tehran, Iran and Kermanshah University of Medical Sciences, Kermanshah, Iran, 2017-2018
Iran National Science Foundation, Tehran, Iran and Kermanshah University of Medical Sciences, Kermanshah
2018
2019
7
Laboratory management
Cybernetic and modelling biological systems laboratory, Biomedical engineering department, Amirkabir University of Technology
2013
2017
8
Medical Equipment Expert
Department of Technology and Equipment of Shahed University
2006
2007
9
Main research assistant of the project: Designing, Manufacturing, and assessment of multichannel and High Definition (HD) transcranial direct current stimulation (HD-tECS) device
Cognitive Sciences and Technologies Council of Iran andCybernetics and Modelling of Biological System Lab, Biomedical Engineering Department, Amirkabir university of technology
2017
2019
10
Main research assistant of the project: Designing, Manufacturing, and Clinical Feasibility Assessment of a Test Sample of Transcranial Direct & Alternative Current Stimulator (tECS) Programmable with PC
Cognitive Sciences and Technologies Council of Iran andCybernetics and Modelling of Biological System Lab, Biomedical Engineering Department, Amirkabir university of technology
2016
2017
11
Main research assistant of the project: Design and Implementation of Real-Time EEG Signal Processing Setup for a 24 Channels Recording System
Biomedical Engineering Group, Engineering Department, Shahed University
2010
2011
12
Main research assistant of the project: Design and Implementation of Typing System that is controlled by the Eye Movement
Biomedical Engineering Group, Engineering Department, Shahed University
2007
2008
Research Interests
#
Title
Start date
1
Mathematical modeling of biological systems
2011
2
Machine learning and deep learning in biomedical engineering
2006
3
NeuroAI
2022
4
Biological Signal Processing
2006
5
Non-invasive brain stimulation
2013
6
Development of cognitive rehabilitation tools
2012
7
Neuro-Cognitive Engineering
2001
Supervised MSc Theses
#
Thesis title
By
Date
1
identification of suicidal behaviors from clinical narratives via grapn neural networks
LEYLA HOSEINPOURTAVANA & FARZAD TOWHIDKHAH
2026 Jun
Books
#
Title
Author(s)
Publisher country
publication date
version
1
Model Predictive Control and its Application in Biomedical Engineering
Farzad Towhidkhah, Golnaz Baghdadi
Amirkabir University of Technology Publisher
2018
3
2
Biological Systems Modelling
Farzad Towhidkhah, Golnaz Baghdadi
Jahad Amirkabir University of Technology Publisher
2021
3
3
Modeling and control of neuromuscular systems
Farzad Towhidkhah, Yeganeh Mohammad Ali Margi, Nasim Lahimgarzadeh, Golnaz Baghdadi
Amirkabir University of Technology Publisher
2021
2
4
Chaos and Nonlinear Dynamics: Systems Analysis and Signal Quantification
Ali Motie Narabadi, Golnaz Baghdadi
Shehed University Publisher
2021
2
5
Neurocognitive Mechanisms of Attention: Computational Models, Physiology, and Disease States
Golnaz Baghdadi, Farzad Towhidkhah, Mojdeh Rajabi
Elsevier Publisher
2021
1
Journal Papers
1
RAHIMI SARYAZDI ALI ، GHASSEMI FARNAZ ، Baghdadi Golnaz, "Resilient hubs, shifting links: The brain's network architecture during deceptive behavior", Behavioural Brain Research, 2026 Apr
vol. 503,
no. ,
pp.1-16,
2026.
2
MAHMOUIE SOMAYEH ، Saviz S.Mehrdad ، Baghdadi Golnaz ، TOWHIDKHAH FARZAD, "Optimizing Theta Burst Stimulation Protocols: A Computational Exploration of Novel Alpha-Beta and Alpha-Gamma Frequency Couplings", Neuroinformatics, 2025 Nov
vol. 23,
no. ,
pp.23-56,
2025.
3
GOLBASHI SARA ، Baghdadi Golnaz, "Investigating the Effects of Feedback Modality on Sustained Attention and Performance in a Serious Game, A Pilot Study", International Journal of Serious Games, 2025 Oct
vol. 12,
no. 4,
pp.49-73,
2025.
4
Baghdadi Golnaz ، Fatemeh Hadaeghi ، Chella Kamarajan, "Editorial: Multimodal approaches to investigating neural dynamics in cognition and related clinical conditions: integrating EEG, MEG, and fMRI data", Frontiers In Systems Neuroscience, 2025 Feb
vol. 19,
no. 1,
pp.1-6,
2025.
Conference Papers
1
AFSHAR ARYAN ، AHADZADEH MOHAMMAD ، TAGHIPOUR POUYA ، Baghdadi Golnaz,
"DC-GATT: Dynamic Connectivity Graph Attention Transformer for Multi-Task EEG Classification,",
May 2026.
2
TAGHIPOUR POUYA ، KHODADADI AMIRSADRA ، DASTRANJ MAHTAB ، Baghdadi Golnaz,
"Deep Learning Models for Epileptic Seizure Detection Using the CHB-MIT EEG Dataset,",
32nd National and 10th International Iranian Conference on Biomedical Engineering (ICBME), Nov 2025.
3
YAZDANI FATEMEH ، Baghdadi Golnaz,
"Evaluating the Impact of Canny Edge Detection on Deep Learning Neural Network Performance for Diabetic Foot Ulcer Classification,",
7th International conference on Pattern Recognition and Image Analysis, Sep 2025.
4
MAHMOUIE SOMAYEH ، Saviz S.Mehrdad ، Baghdadi Golnaz ، TOWHIDKHAH FARZAD,
"Optimizing Theta Burst Stimulation Parameters: Insights from Computational Modeling for Enhanced Brain Neuromodulation,",
13th Basic and Clinical Neurosciences Congress, Dec 2024.
5
GHANBARI TUDESHKI FAEZE ، Baghdadi Golnaz ، Mohammad Ali Nazari,
"Changes of Functional Brain Network Characteristics during Continuous Performance Test in Children with and without Attention-Deficit/Hyperactivity Disorder,",
2nd International Conference on Artificial Intelligence and Software Engineering, Dec 2024.
6
AMIRI KHANMEKANI REYHANEH ، Baghdadi Golnaz ، Mohammad Ali Nazari,
"Left and Right Brain Hemispheres Electrical Activity Correlation during a Visual Continuous Performance Task in ADHD and Normal Children,",
The 31st National Conference and the 9th International Conference of Iranian Biomedical Engineering, Nov 2024.
7
Baghdadi Golnaz,
"Brain network desynchronization in the face of attentional demands- An oscillatory mathematical model study,",
2nd International Webinar on NEUROSCIENCE AND NEUROLOGY, May 2024.
Executive Activities
#
Executive Activities Titles
Name of Organization / comment
Starting Date
Termination Date
1
Head of the Biomedica Engineering Innovation Center
Department of Bimedical Engineering, Amirkabir Unversity of Technology
2024
2
Medical equipment lab supervisor
Department of Bimedical Engineering, Amirkabir Unversity of Technology
2024
Taught Courses
#
Course title
Description
Headlines
Date
1
Hospital Medical Equipment
4051
2
Deep Learning and Application in Biomedical Engineering
1.درک اصول و مفاهیم پایه ای یادگیری عمیق 2.آشنایی با ویژگی های انواع ساختار مدل ها در حوزه یادگیری عمیق 3.یادگیری تکنیک های بهینه سازی 4.استف
4042
3
Cognition & Brain Physiology
آشنایی با آناتومی و فیزیولوژی مغز و توابع شناختی با دید سیستمی و مهندسی
4042
4
Electrical Safety in Hospital Systems
آشنایی با اصول کلی حاکم بر طراحی ایمن تجهیزات پزشکی
4042
5
Deep Learning and Application in Biomedical Engineering
4041
6
Hospital Medical Equipment
4041
7
Machine Learning in Biomedicine
4032
8
Cognition & Brain Physiology
4032
9
Electrical Safety in Hospital Systems
4032