HAMED AZARNOUSH - Amirkabir University of Technology

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Amirkabir University of Technology

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HAMED AZARNOUSH

Assistant Professor
Department of Biomedical Engineering
Bioelectric

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Email:

azarnoush

aut.ac.ir

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Citations (Scopus):

1375

Supervised MSc Theses

Thesis title

Date

CT to MR image registration based on deep networks

Fatemeh Ahangarani Farahani & Hamed Azarnoush

July 2023

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

Yalda Zafari Ghadim & Hamed Azarnoush

March 2023

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

Aliasghar Khayati & Hamed Azarnoush

October 2022

Strabismus Deviometry Using Computer Vision

Mahsa Yarkheir & Hamed Azarnoush

June 2022

Classification of skill in virtual reality neurosurgery using deep learning

Fatemeh Sadat Aghilzadeh & Hamed Azarnoush

June 2022

Visualization of intracranial regions in augmented reality using deep neural networks

Armin Froozanfar & Hamed Azarnoush

October 2021

Simulated Brain Tumor Resection Using Reinforcement Learning Agents

Atefeh Ahmadi & Hamed Azarnoush

September 2021

Combining deep neural networks and active contours for image segmentation

Parastoo Akbarimoghaddam & Hamed Azarnoush

February 2021

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

Zahra Ghayyem & Hamed Azarnoush

February 2019

Visualization of deep grey matter structures based on quantitative MRI

Azadeh Jafari & Hamed Azarnoush

September 2018

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

Mahdiyeh Babayi Pour Shahr Abad & Hamed Azarnoush

January 2018

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

Safa Sanami & Hamed Azarnoush

February 2017

Automatic Liver Segmentation in MR Images

Kian Babanezhad & Hamed Azarnoush

February 2017

Segmentation of intravascular OCT images acquired inside an angioplasty balloon

Shima Nofallah & Hamed Azarnoush

August 2016

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

Sajedeh Edalat Far & Hamed Azarnoush

July 2016

Echocardiography image enhancement by increasing number of frames using dimension reduction

Nona Mehrannia & Hamed Azarnoush

July 2016

Assessment of surgeons performance based on virtual reality simulation

Samaneh Siyar & Hamed Azarnoush

February 2016

Counting spots in an Elispot test using image analysis techniques

Fatemeh Moezzibady & Hamed Azarnoush

February 2016

Journal Papers

Portal Records

Parastoo Akbarimoghaddam, Atefeh Ziaei Moghadam, Hamed Azarnoush, "Deep active contours using locally controlled distance vector flow", Signal, Image and Video Processing (sivip), January 2023 Vol. 16, Num. 7, Page 1773-1781, January 2023,

Mahdieh Sasaninezhad, Alireza Moradi, Mostafa Almasi-Dooghaee, Hamed 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", , May 2022 Vol. 24, Num. 1, Page 41-55, May 2022,

Atefeh Ziaei Moghadam, Hamed Azarnoush, S.Ali Seyyedsalehi, Mohammad Havaei, "Stain transfer using Generative Adversarial Networks and disentangled features", COMPUTERS IN BIOLOGY AND MEDICINE, March 2022 Vol. 142, Num. 1, Page 1-12, March 2022,

Atiyeh Bayani, Sajad Jafari, Hamed Azarnoush, "Explosive synchronization: From synthetic to real-world networks", CHINESE PHYSICS B, July 2021 Vol. 31, Num. 2, Page 1-20, July 2021,

Fatemeh Parastesh Karegar, Sajad Jafari, Hamed Azarnoush, Zahra Shahriari, Zhen Wang, Stefano Boccaletti, Matja? Perc, "Chimeras", PHYSICS REPORTS-REVIEW SECTION OF PHYSICS LETTERS, October 2020 Vol. 898, Num. 1, Page 1-114, October 2020,

Biqun Chen, Karthikeyan Rajagopal, Fatemeh Parastesh Karegar, Hamed Azarnoush, Sajad Jafari, Iqtadar Hussain, "Observation of chimera patterns in a network of coupled chaotic finance systems", COMMUNICATIONS IN THEORETICAL PHYSICS, October 2020 Vol. 72, Num. 10, Page 1-10, October 2020,

Haikong Lu, Fatemeh Parastesh Karegar, Artur Dabrowski, Hamed Azarnoush, Sajad Jafari, "Extended non-stationary chimera-like region in a network of non-identical coupled Van der Pol’s oscillators", EUROPEAN PHYSICAL JOURNAL-SPECIAL TOPICS, September 2020 Vol. 229, Num. 1, Page 2239-2247, September 2020,

Fatemeh Parastesh Karegar, Hamed Azarnoush, Sajad Jafari, Matja? Perc, "Detecting chimeras by eigenvalue decomposition of the bivariate local order parameter", EPL, May 2020 Vol. 130, Num. 2, Page 1-7, May 2020,

Samaneh Siyar, Hamed 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 & BIOLOGICAL ENGINEERING & COMPUTING, April 2020 Vol. 58, Num. 6, Page 1357-1367, April 2020,

Alireza Bahramian, Ali Nouri, Farzad Towhidkhah, Hamed Azarnoush, Sajad 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, January 2020 Vol. 0, Num. 0, Page 1-10, January 2020,

Samaneh Siyar, Hamed Azarnoush, Saeid Rashidi, Rolando Del Maestro, "Tremor Assessment during Virtual Reality Brain Tumor Resection", JOURNAL OF SURGICAL EDUCATION, December 2019 Vol. 0, Num. 0, Page 1-9, December 2019,

Asieh Daneshi, Hamed Azarnoush, Farzad Towhidkhah, "A one-boundary drift-diffusion model for time to collision estimation in a simple driving task", Journal of Cognitive Psychology, November 2019 Vol. 0, Num. 0, Page 1-15, November 2019,

Asieh Daneshi, Hamed Azarnoush, Farzad Towhidkhah, Delphine Bernardin, Jocelyn Faubert, "Brain activity during time to contact estimation: an EEG study", COGNITIVE NEURODYNAMICS, November 2019 Vol. 0, Num. 0, Page 1-14, November 2019,

Fatemeh Parastesh Karegar, Chao-Yang Chen, Hamed Azarnoush, Sajad Jafari, Boshra Hatef, "Synchronization patterns in a blinking multilayer neuronal network", EUROPEAN PHYSICAL JOURNAL-SPECIAL TOPICS, October 2019 Vol. 228, Num. 11, Page 2465-2474, October 2019,

Fatemeh Parastesh Karegar, Sajad Jafari, Hamed Azarnoush, Boshra Hatef, Hamidreza Namazi, Dawid Dudkowski, "Chimera in a network of memristor-based Hopfield neural network", EUROPEAN PHYSICAL JOURNAL-SPECIAL TOPICS, October 2019 Vol. 228, Num. 10, Page 2023-2033, October 2019,

Fatemeh Parastesh Karegar, Sajad Jafari, Hamed Azarnoush, "Traveling patterns in a network of memristor-based oscillators with extreme multistability", EUROPEAN PHYSICAL JOURNAL-SPECIAL TOPICS, October 2019 Vol. 228, Num. 1, Page 2123-2131, October 2019,

Asieh Daneshi, Hamed Azarnoush, Farzad Towhidkhah, Amin Gohari, Ali Ghazizadeh, "Drift-diffusion explains response variability and capacity for tracking objects", Scientific Reports, August 2019 Vol. 9, Num. 1, Page 1-15, August 2019,

Alexander Winkler-Schwartz, Vincent Bissonnette, Nikan Mirchi, Nirros Ponnudurai, Recai Yilmaz, Nicole Ledwos, Samaneh Siyar, Hamed 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, June 2019 Vol. 76, Num. 6, Page 1681-1690, June 2019,

Hedieh Ali Pour, Hamidreza Namazi, Hamed Azarnoush, Sajad 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, May 2019 Vol. 27, Num. 3, Page 1-17, May 2019,

Hedieh Ali Pour, Hamidreza Namazi, Hamed Azarnoush, Sajad Jafari, "Fractal-Based Analysis Of The Influence Of Color Tonality On Human Eye Movements", FRACTALS-COMPLEX GEOMETRY PATTERNS AND SCALING IN NATURE AND SOCIETY, April 2019 Vol. 27, Num. 3, Page 1-8, April 2019,

Karthikeyan Rajagopal, Fatemeh Parastesh Karegar, Hamed Azarnoush, Boshra Hatef, Sajad Jafari, Vesna Berec, "Spiral waves in externally excited neuronal network: Solvable model with a monotonically differentiable magnetic flux", CHAOS, April 2019 Vol. 29, Num. 4, Page 1-23, April 2019,

Hamed 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, April 2019 Vol. 64, Num. 9, Page 1-24, April 2019,

Fatemeh Parastesh Karegar, Sajad Jafari, Hamed Azarnoush, "Spiral Waves Formation in a Network of Neuron Model with Monotonically Differentiable Magnetic Flux", Iranian Journal of Biomedical Engineering, March 2019 Vol. 13, Num. 1, Page 85-93, March 2019,

Hedieh Ali Pour, Hamidreza Namazi, Hamed Azarnoush, Sajad 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, March 2019 Vol. 27, Num. 2, Page 1-15, March 2019,

Fatemeh Parastesh Karegar, Hamed Azarnoush, Sajad Jafari, Boshra Hatef, Matjaz Perc, Robert Repnik, "Synchronizability of two neurons with switching in the coupling", APPLIED MATHEMATICS AND COMPUTATION, January 2019 Vol. 350, Num. 1, Page 217-223, January 2019,

Hamidreza Namazi, Asieh Daneshi, Touraj Shirzadegan, Hamed Azarnoush, Sajad Jafari, "Information-Based Analysis of the Relation Between Visual Stimuli and Human Eye Movements", FLUCTUATION AND NOISE LETTERS, December 2018 Vol. 18, Num. 1, Page 1-11, December 2018,

Zhouchao Wei, Fatemeh Parastesh Karegar, Hamed Azarnoush, Sajad Jafari, Dibakar Ghosh, Matja? Perc, Mitja Slavinec, "Nonstationary chimeras in a neuronal network", EPL, August 2018 Vol. 123, Num. 4, Page 1-5, August 2018,

Robin Sawaya, Ghusn Alsideiri, Abdulgadir Bugdadi, Alexander Winkler-Schwartz, Hamed Azarnoush, Khalid Bajunaid, Abdulrahman J. Sabbagh, Rolando Del Maestro, "Development of a performance model for virtual reality tumor resections", JOURNAL OF NEUROSURGERY, August 2018 Vol. 0, Num. 0, Page 1-9, August 2018,

Robin Sawaya, Abdulgadir Bugdadi, Hamed 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, June 2018 Vol. 14, Num. 6, Page 686-696, June 2018,

Hamidreza Namazi, Asieh Daneshi, Hamed Azarnoush, Sajad Jafari, Farzad Towhidkhah, "FRACTAL-BASED ANALYSIS OF THE INFLUENCE OF AUDITORY STIMULI ON EYE MOVEMENTS", FRACTALS-COMPLEX GEOMETRY PATTERNS AND SCALING IN NATURE AND SOCIETY, May 2018 Vol. 26, Num. 3, Page 1-6, May 2018,

Abdulghadir Bughdadi, Robin Sawaya, D Olwi, Gmaan Alzhrani, Hamed 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, July 2017 Vol. 0, Num. 0, Page 1-12, July 2017,

Alexander Winkler-Schwartz, Khalid Bajunaid, Muhammad Mullah, Ibrahim Marwa, Fahad Alotaibi, Jawad Fares, Martha Baggiani, Hamed 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, December 2016 Vol. 73, Num. 6, Page 942-953, December 2016,

Hamed Azarnoush, Samaneh 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, September 2016 Vol. 0, Num. 0, Page 1-11, September 2016,

Fahad Alotaibi, Gmaan Alzhrani, Mohammad Mullah, Abdulrahman Sabbagh, Hamed Azarnoush, Alexander Winkler-Schwartz, Rolando Del Maestro, "Assessing bimanual performance in brain tumor resection with NeuroTouch, a virtual reality simulator", NEUROSURGERY, March 2015 Vol. 11, Num. 1, Page 89-98, March 2015,

Conference Papers

Portal Records

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

Asieh Daneshi, Farzad Towhidkhah, Hamed Azarnoush, "Accuracy of estimating time to contact in transversal motion and head-on motion ", 7th basic and clinical neuroscience congress, December 2018

Taught Courses

Course title

Description

Headlines

Date

Image Processing

Learning necessary skills to perform various processing operations (filtering, enhancement, reconstruction, registration and segmentation) on images

Spring 2024

Management & Entrepreneurship in Biomedical Engineering

Learning the fundamentals of management

Spring 2024

Management & Entrepreneurship in Biomedical Engineering

Learning the fundamentals of management

Fall 2023

Management & Entrepreneurship in Biomedical Engineering

Learning the fundamentals of management

Spring 2023

Image Processing

Learning necessary skills to perform various processing operations (filtering, enhancement, reconstruction, registration and segmentation) on images

Spring 2023

Elementary Image processing

The objective of this course is to enable students to implement image processing algorithms. During this course, the students will solve problems such as image enhancement, restoration, registration and segmentation. Upon finishing this course, the s

Fall 2022

Management & Entrepreneurship in Biomedical Engineering

Learning the fundamentals of management

Fall 2022