HAMED AZARNOUSH - Amirkabir University of Technology

Special services: Faculty Members Students Graduates

Content

Pepole

Amirkabir University of Technology

Resume Service

HAMED AZARNOUSH

Assistant Professor
Department of Biomedical Engineering
Bioelectric

Download PDF فارسی

Email:

azarnoush

aut.ac.ir

Phone:

h-index (Scopus):

25.00

Citations (Scopus):

2020

Supervised MSc Theses

Thesis title

Date

CT to MR image registration based on deep networks

FATEMEH AHANGARANI FARAHANI

2023 Jul

Motion estimation of left ventricle in 3D echocardiography images using deep learning

YALDA ZAFARI GHADIM

2023 Mar

Development of a virtual reality model for a beating heart in order to visualize its dynamics

ALIASGHAR KHAYATI
Other Supervisor: ABBAS NASIRAEI MOGHADDAM

2022 Oct

Strabismus Deviometry Using Computer Vision

MAHSA YARKHEIR

2022 Jun

Classification of skill in virtual reality neurosurgery using deep learning

FATEMEH SADAT AGHILZADEH

2022 Jun

Visualization of intracranial regions in augmented reality using deep neural networks

ARMIN FROOZANFAR

2021 Oct

Simulated Brain Tumor Resection Using Reinforcement Learning Agents

ATEFEH AHMADI

2021 Sep

Combining deep neural networks and active contours for image segmentation

PARASTOO AKBARIMOGHADDAM

2021 Feb

Assessment of the effect of bleeding on the performance of a neurosurgeon using a virtual reality simulator

ZAHRA GHAYYEM

2019 Feb

Visualization of deep grey matter structures based on quantitative MRI

AZADEH JAFARI

2018 Sep

Locating the neurosurgeon's regions of interest in brain by registration of 3D head scans and brain images

MAHDIYEH BABAYI POUR SHAHR ABAD

2018 Jan

Toward a fMRI analysis on emotion regulation effective connectivities in response to emotional images

SAFA SANAMI

2017 Feb

Automatic Liver Segmentation in MR Images

KIAN BABANEZHAD

2017 Feb

Segmentation of intravascular OCT images acquired inside an angioplasty balloon

SHIMA NOFALLAH

2016 Aug

Echocardiography image enhancement by increasing number of frames using dimension reduction

NONA MEHRANNIA

2016 Jul

Automatic determination of virus concentration in plaque assays using image analysis methods

SAJEDEH EDALAT FAR

2016 Jul

Assessment of surgeons performance based on virtual reality simulation

SAMANEH SIYAR

2016 Feb

Counting spots in an Elispot test using image analysis techniques

FATEMEH MOEZZIBADY

2016 Feb

Simulated Brain Tumor Resection Using Deep Reinforcement Learning

SEYED MOEEN TAYEBI

2025 Sep

Classification of White Blood Cell Types Using Deep Learning with Small Dataset

PEYMAN BAGHERI

2025 Sep

Text-to-Image Synthesis Based on Diffusion model Using Deep Neural Networks

SARA KANGAZIAN & S.ALI SEYYEDSALEHI
Other Supervisor:

2025 Mar

Classification and Quantification of Normal and Abnormal VERO Cells in Light Microscopy Images

ALI MONFAREDI

2025 Mar

Utilizing deep learning for augmented reality visualization of brain anatomies incorporating depth information

MOHAMMAD HOSSEIN SAYAD

2025 Feb

Journal Papers

M. Yarkheir, , H. Azarnoush, "Automated strabismus detection and classification using deep learning analysis of facial images", Scientific Reports, 2025 Jan vol. 15, no. 1, pp.3910-, 2025.

A. Bayani, Prasina Alexander, H. Azarnoush, Karthikeyan Rajagopal, S. Jafari, F. Nazarimehr, "Designing networks with specific synchronization transitions independent of the system's dynamics", Physica A-Statistical Mechanics and Its Applications, 2023 Oct vol. 632, no. 1, pp.1-10, 2023.

A. Bayani, S. Jafari, H. Azarnoush, F. Nazarimehr, Stefano Boccaletti, Matjaz Perc, "Explosive synchronization dependence on initial conditions: The minimal Kuramoto model", Chaos Solitons and Fractals, 2023 Feb vol. 169, no. 1, pp.1-6, 2023.

P. Akbarimoghaddam, A. Ziaei Moghadam, H. Azarnoush, "Deep active contours using locally controlled distance vector flow", Signal Image and Video Processing, 2023 Jan vol. 16, no. 7, pp.1773-1781, 2023.

Mahdieh Sasaninezhad, Alireza Moradi, Mostafa Almasi-dooghaee, H. Azarnoush, "Evaluation of the effectiveness of the cognitive empowerment program based on virtual reality technology on working memory for the elderly with mild cognitive impairment. Advances in Cognitive Sciences", , 2022 May vol. 24, no. 1, pp.41-55, 2022.

A. Ziaei Moghadam, H. Azarnoush, S. Seyyedsalehi, Mohammad Havaei, "Stain transfer using Generative Adversarial Networks and disentangled features", Computers In Biology and Medicine, 2022 Mar vol. 142, no. 1, pp.1-12, 2022.

A. Bayani, S. Jafari, H. Azarnoush, "Explosive synchronization: From synthetic to real-world networks", Chinese Physics B, 2021 Jul vol. 31, no. 2, pp.1-20, 2021.

F. Parastesh Karegar, S. Jafari, H. Azarnoush, Zahra Shahriari, Zhen Wang, Stefano Boccaletti, Matja? Perc, "Chimeras", Physics Reports-Review Section of Physics Letters, 2020 Oct vol. 898, no. 1, pp.1-114, 2020.

Biqun Chen, Karthikeyan Rajagopal, F. Parastesh Karegar, H. Azarnoush, S. Jafari, Iqtadar Hussain, "Observation of chimera patterns in a network of coupled chaotic finance systems", Communications In Theoretical Physics, 2020 Oct vol. 72, no. 10, pp.1-10, 2020.

Haikong Lu, F. Parastesh Karegar, Artur Dabrowski, H. Azarnoush, S. Jafari, "Extended non-stationary chimera-like region in a network of non-identical coupled Van der Pol's oscillators", European Physical Journal-Special Topics, 2020 Sep vol. 229, no. 1, pp.2239-2247, 2020.

F. Parastesh Karegar, H. Azarnoush, S. Jafari, Matja? Perc, "Detecting chimeras by eigenvalue decomposition of the bivariate local order parameter", Epl, 2020 May vol. 130, no. 2, pp.1-7, 2020.

S. Siyar, H. Azarnoush, Saeid Rashidi, Alexander Winkler-schwartz, Vincent Bissonette, Nirros Ponnudurai, Rolando Del Maestro, "Machine learning distinguishes neurosurgical skill levels in a virtual reality tumor resection task", Medical and Biological Engineering and Computing, 2020 Apr vol. 58, no. 6, pp.1357-1367, 2020.

A. Bahramian, A. Nouri, F. Towhidkhah, H. Azarnoush, S. Jafari, "Introducing a nonlinear coupling for central pattern generator: Improvement on robustness by expanding basin of attraction and performance by decreasing the transient time", Journal of Vibration and Control, 2020 Jan vol. 0, no. 0, pp.1-10, 2020.

S. Siyar, H. Azarnoush, Saeid Rashidi, Rolando Del Maestro, "Tremor Assessment during Virtual Reality Brain Tumor Resection", Journal of Surgical Education, 2019 Dec vol. 0, no. 0, pp.1-9, 2019.

A. Daneshi, H. Azarnoush, F. Towhidkhah, "A one-boundary drift-diffusion model for time to collision estimation in a simple driving task", Journal of Cognitive Psychology, 2019 Nov vol. 0, no. 0, pp.1-15, 2019.

A. Daneshi, H. Azarnoush, F. Towhidkhah, Delphine Bernardin, Jocelyn Faubert, "Brain activity during time to contact estimation: an EEG study", Cognitive Neurodynamics, 2019 Nov vol. 0, no. 0, pp.1-14, 2019.

F. Parastesh Karegar, S. Jafari, H. Azarnoush, "Traveling patterns in a network of memristor-based oscillators with extreme multistability", European Physical Journal-Special Topics, 2019 Oct vol. 228, no. 1, pp.2123-2131, 2019.

F. Parastesh Karegar, S. Jafari, H. Azarnoush, Boshra Hatef, Hamidreza Namazi, Dawid Dudkowski, "Chimera in a network of memristor-based Hopfield neural network", European Physical Journal-Special Topics, 2019 Oct vol. 228, no. 10, pp.2023-2033, 2019.

F. Parastesh Karegar, Chao-yang Chen, H. Azarnoush, S. Jafari, Boshra Hatef, "Synchronization patterns in a blinking multilayer neuronal network", European Physical Journal-Special Topics, 2019 Oct vol. 228, no. 11, pp.2465-2474, 2019.

A. Daneshi, H. Azarnoush, F. Towhidkhah, Amin Gohari, Ali Ghazizadeh, "Drift-diffusion explains response variability and capacity for tracking objects", Scientific Reports, 2019 Aug vol. 9, no. 1, pp.1-15, 2019.

Alexander Winkler-schwartz, Vincent Bissonnette, Nikan Mirchi, Nirros Ponnudurai, Recai Yilmaz, Nicole Ledwos, S. Siyar, H. Azarnoush, Bekir Karlik, Rolando Del Maestro, "Artificial Intelligence in Medical Education: Best Practices Using Machine Learning to Assess Surgical Expertise in Virtual Reality Simulation", Journal of Surgical Education, 2019 Jun vol. 76, no. 6, pp.1681-1690, 2019.

H. Ali Pour, Hamidreza Namazi, H. Azarnoush, S. Jafari, "Complexity-Based Analysis Of The Relation Between Moving Visual Stimuli And Human Eye Movement", Fractals-Complex Geometry Patterns and Scaling In Nature and Society, 2019 May vol. 27, no. 3, pp.1-17, 2019.

Karthikeyan Rajagopal, F. Parastesh Karegar, H. Azarnoush, Boshra Hatef, S. Jafari, Vesna Berec, "Spiral waves in externally excited neuronal network: Solvable model with a monotonically differentiable magnetic flux", Chaos, 2019 Apr vol. 29, no. 4, pp.1-23, 2019.

H. Ali Pour, Hamidreza Namazi, H. Azarnoush, S. Jafari, "Fractal-Based Analysis Of The Influence Of Color Tonality On Human Eye Movements", Fractals-Complex Geometry Patterns and Scaling In Nature and Society, 2019 Apr vol. 27, no. 3, pp.1-8, 2019.

H. Azarnoush, Valerie Pazos, Sebastien Vergnole, Benoit Boulet, Guy Lamouche, "Intravascular optical coherence tomography to validate finite-element simulation of angioplasty balloon inflation", Physics In Medicine and Biology, 2019 Apr vol. 64, no. 9, pp.1-24, 2019.

H. Ali Pour, Hamidreza Namazi, H. Azarnoush, S. Jafari, "Complexity based analysis of the influence of visual stimulus color on human eye movement", Fractals-Complex Geometry Patterns and Scaling In Nature and Society, 2019 Mar vol. 27, no. 2, pp.1-15, 2019.

F. Parastesh Karegar, S. Jafari, H. Azarnoush, "Spiral Waves Formation in a Network of Neuron Model with Monotonically Differentiable Magnetic Flux", Iranian Journal of Biomedical Engineering, 2019 Mar vol. 13, no. 1, pp.85-93, 2019.

F. Parastesh Karegar, H. Azarnoush, S. Jafari, Boshra Hatef, Matjaz Perc, Robert Repnik, "Synchronizability of two neurons with switching in the coupling", Applied Mathematics and Computation, 2019 Jan vol. 350, no. 1, pp.217-223, 2019.

Hamidreza Namazi, A. Daneshi, Touraj Shirzadegan, H. Azarnoush, S. Jafari, "Information-Based Analysis of the Relation Between Visual Stimuli and Human Eye Movements", Fluctuation and Noise Letters, 2018 Dec vol. 18, no. 1, pp.1-11, 2018.

Zhouchao Wei, F. Parastesh Karegar, H. Azarnoush, S. Jafari, Dibakar Ghosh, Matja? Perc, Mitja Slavinec, "Nonstationary chimeras in a neuronal network", Epl, 2018 Aug vol. 123, no. 4, pp.1-5, 2018.

Robin Sawaya, Ghusn Alsideiri, Abdulgadir Bugdadi, Alexander Winkler-schwartz, H. Azarnoush, Khalid Bajunaid, Abdulrahman J. Sabbagh, Rolando Del Maestro, "Development of a performance model for virtual reality tumor resections", Journal of Neurosurgery, 2018 Aug vol. 0, no. 0, pp.1-9, 2018.

Robin Sawaya, Abdulgadir Bugdadi, H. Azarnoush, Alexander Winkler-schwartz, Fahad Alotaibi, Khalid Bajunaid, Gmaan Alzhrani, Ghusn Alsideiri, Abdulrahman J. Sabbagh, Rolando Del Maestro, "Virtual Reality Tumor Resection: The Force Pyramid Approach", Operative Neurosurgery, 2018 Jun vol. 14, no. 6, pp.686-696, 2018.

Hamidreza Namazi, A. Daneshi, H. Azarnoush, S. Jafari, F. Towhidkhah, "FRACTAL-BASED ANALYSIS OF THE INFLUENCE OF AUDITORY STIMULI ON EYE MOVEMENTS", Fractals-Complex Geometry Patterns and Scaling In Nature and Society, 2018 May vol. 26, no. 3, pp.1-6, 2018.

F. Parastesh Karegar, S. Jafari, H. Azarnoush, Boshra Hatef, Anastasios Bountis, "Imperfect chimeras in a ring of four-dimensional simplified Lorenz systems", Chaos Solitons and Fractals, 2018 May vol. 110, no. 1, pp.203-208, 2018.

Abdulghadir Bughdadi, Robin Sawaya, D Olwi, Gmaan Alzhrani, H. Azarnoush, Abdulrahman Sabbagh, G Alsideiri, Khalid Bajunaid, Fahad Alotaibi, Alexander Winkler Schwartz, Rolando Del Maestro, "Automaticity of Force Application During Simulated Brain Tumor Resection: Testing the Fitts and Posner Model", Journal of Surgical Education, 2017 Jul vol. 0, no. 0, pp.1-12, 2017.

Alexander Winkler-schwartz, Khalid Bajunaid, Muhammad Mullah, Ibrahim Marwa, Fahad Alotaibi, Jawad Fares, Martha Baggiani, H. Azarnoush, Gmaan Alzhrani, Sommer Christie, Abdulrahman J. Sabbagh, Penny Werthner, Rolando Del Maestro, "Bimanual Psychomotor Performance in Neurosurgical Resident Applicants Assessed Using NeuroTouch, a Virtual Reality Simulator", Journal of Surgical Education, 2016 Dec vol. 73, no. 6, pp.942-953, 2016.

H. Azarnoush, S. Siyar, Robin Sawaya, Gmaan Alzhrani, Alexander Winkler-schwartz, Fahad Alotaibi, Abdulgadir Bugdadi, Khalid Bajunaid, Ibrahim Marwa, Abdulrahman Sabbagh, Rolando Del Maestro, "The force pyramid: a spatial analysis of force application during virtual reality brain tumor resection", Journal of Neurosurgery, 2016 Sep vol. 0, no. 0, pp.1-11, 2016.

Khalid Bajunaid, Mohammad Mullah, Alexander Winkler-schwartz, Fahad Alotaibi, Jawad Fares, Marta Baggiani, H. Azarnoush, Sommer Christie, Gmaan Alzhrani, Ibrahim Marwa, Abdulrahman Sabbagh, Penny Werthner, Rolando Del Maestro, "Impact of acute stress on psychomotor bimanual performance during a simulated tumor resection task", Journal of Neurosurgery, 2016 Mar vol. 0, no. 0, pp.1-10, 2016.

Gmaan Alzhrani, Fahad Alotaibi, H. Azarnoush, Alexander Winkler-schwartz, Abdulrahman Sabbagh, Khalid Bajunaid, Susanne Lajoie, Rolando Del Maestro, "Proficiency Performance Benchmarks for Removal of Simulated Brain Tumors Using a Virtual Reality Simulator NeuroTouch", Journal of Surgical Education, 2015 Jul vol. 72, no. 4, pp.685-696, 2015.

H. Azarnoush, "Neurosurgical Assessment of Metrics Including Judgment and Dexterity Using the Virtual Reality Simulator NeuroTouch (NAJD Metrics)", Surgical Innovation, 2015 Apr vol. 22, no. 6, pp.636-642, 2015.

Fahad Alotaibi, Gmaan Alzhrani, Mohammad Mullah, Abdulrahman Sabbagh, H. Azarnoush, Alexander Winkler-schwartz, Rolando Del Maestro, "Assessing bimanual performance in brain tumor resection with NeuroTouch, a virtual reality simulator", Neurosurgery, 2015 Mar vol. 11, no. 1, pp.89-98, 2015.

H. Azarnoush, Gmaan Alzhrani, Alexander Winkler-schwartz, Fahad Alotaibi, Nicholas Gelinas-phaneuf, Valerie Pazos, Nusrat Choudhury, Jawad Fares, Robert Diraddo, Rolando Del Maestro, "Neurosurgical virtual reality simulation metrics to assess psychomotor skills during brain tumor resection", International Journal of Computer Assisted Radiology and Surgery, 2014 Jun vol. 10, no. 5, pp.603-618, 2014.

H. Azarnoush, Sbastien Vergnole, Valrie Pazos, Charles-etienne Bisaillon, Benoit Boulet, Guy Lamouche, "Intravascular optical coherence tomography to characterize tissue deformation during angioplasty preliminary experiments with artery phantoms", Journal of Biomedical Optics, 2012 Sep vol. 17, no. 9, pp.1-7, 2012.

H. Azarnoush, Sebastien Vergnole, Benoit Boulet, Michael Sowa, Guy Lamouche, "Real-time control of angioplasty balloon inflation based on feedback from intravascular optical coherence tomography: experimental validation using an excised heart and a beating heart model", Ieee Transactions On Biomedical Engineering, 2012 May vol. 59, no. 5, pp.1488-1495, 2012.

H. Azarnoush, Sebastien Vergnole, Benoit Boulet, Robert Diraddo, Guy Lamouche, "Real-time control of angioplasty balloon inflation based on feedback from intravascular optical coherence tomography: preliminary study on an artery phantom", Ieee Transactions On Biomedical Engineering, 2012 Mar vol. 59, no. 3, pp.697-705, 2012.

H. Azarnoush, Sbastien Vergnole, Rafik Bourezak, Benoit Boulet, Guy Lamouche, "Optical coherence tomography monitoring of angioplasty balloon inflation in a deployment tester", Review of Scientific Instruments, 2010 Aug vol. , no. 81, pp.1-8, 2010.

Conference Papers

A. Ziaei Moghadam, H. Azarnoush, S. Seyyedsalehi, "Multi WGAN-GP loss for pathological stain transformation using GAN,", 29th Iranian Conference on Electrical Engineering, ICEE 2021,, May 2021.

A. Daneshi, F. Towhidkhah, H. Azarnoush, "Accuracy of estimating time to contact in transversal motion and head-on motion,", 7th basic and clinical neuroscience congress, Dec 2018.

H. Azarnoush, Benoit Boulet, Guy Lamouche, "Intravascular optical coherence tomography to validate finite-element simulation of angioplasty balloon inflation,", Computer Assisted Radiology and Surgery (CARS) Congress, Jun 2018.

H. Azarnoush, S. Siyar, Saeid Rashidi, Alexander Winkler-schwartz, Rolando Del Maestro, "Using classifiers to distinguish neurosurgical skill levels in a virtual reality tumor resection task,", Computer Assisted Radiology and Surgery (CARS) Congress, Jun 2018.

Taught Courses

Course title

Description

Headlines

Date

Technical Language

4051

Elementary Image processing

4051

Management & Entrepreneurship in Biomedical Engineering

آشنایی با اصول و کلیات مدیریت با تمرکز روی مباحثی که می تواند در کارآفرینی، توسعه محصول و تاسیس شرکت برای مهندسان پزشکی مفید باشد.

4042

Image Processing

آشنایی با روشهای پردازش تصویر و پیاده سازی آنها

4042

Elementary Image processing

4041

Technical Language

4041

Image Processing

4032

Technical Language

4032