FARNAZ GHASSEMI - Amirkabir University of Technology

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Amirkabir University of Technology

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FARNAZ GHASSEMI

Associate Professor
Department of Biomedical Engineering
Bioelectric

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Email:

ghassemi

aut.ac.ir

Phone:

h-index (Scopus):

13.00

Citations (Scopus):

616

Supervised MSc Theses

Thesis title

Date

Classification of olfactory stimulus type using brain connectivity patterns

FATEMEH SHAHBODAGHY

2024 Sep

Analysis of graph parameter variations induced by schizophrenia in structural/functional subnetworks

MAHYA NAGHIPOOR ALAMDARI & ABBAS NASIRAEI MOGHADDAM
Other Supervisor:

2024 Feb

Improving the performance of EEG-based Biometric System during emotional arousal

MARYAM SAFARDOOST
Other Supervisor: FARSHAD ALMASGANJ

2023 Oct

Factor Analysis of the Persian Version of the Consumer and Sellers Perceptions on Neuromarketing Questionnaire

MAHBOOBEH EMADI

2023 Sep

Constructing ordinal partition networks based on Poincare section of chaotic biological signals

ALIREZA VAYSI
Other Supervisor: Sajad Jafari

2023 Mar

Modeling the impact of visual disturbance on walking on the treadmill

NEGAR RAHIMI & FARZAD TOWHIDKHAH
Other Supervisor:

2023 Feb

Designing a computer system for audiometry and improving hearing for people with presbycusis problem

FATEME PASHAYI SIBAKI & FARZAD TOWHIDKHAH
Other Supervisor:

2022 Oct

dimension reduction of complex neural networks with preserving the nonlinear features of its collective behavior

NAFISE NASERI
Other Supervisor: Sajad Jafari

2022 Jun

Investigating Brain Connectivity of EEG Signl during Interaction Error Related Tasks in Brain Computer Interface Systems

SARA SEPEHRISHAKIB

2021 Dec

Analysis of Electroencephalogram Signal for Offline Frequency Recognition in Brain Computer Interface Speller Based on Steady State Visually Evoked Potential

ELHAM ROSTAMI

2021 Sep

Measuring the level of synchronization in the brain network of children with attention deficit hyperactivity disorder while observing facial emotions using nonlinear measurments

SHEIDA ANSARI NASAB
Other Supervisor: Sajad Jafari

2021 Sep

FMRI motion correction in K=space based on deep learning algorithms

MEISAM PASHOOTAN & ABBAS NASIRAEI MOGHADDAM
Other Supervisor:

2021 Jul

motion correction of radial SSFP FMRI in K-space using deep learning

FAEZE MAKHSOUSI & ABBAS NASIRAEI MOGHADDAM
Other Supervisor:

2021 Apr

Analysis Of Electroencephalogram Signal Components During Instructed Deception

SOMAYEH MASHATAN

2020 Aug

Analysis of dilemmas difficulty effects on moral judgment using the EEG signal

SEYEDEH KHOJASTEH SEYEDBAGHERY SHARIFABAD

2019 Mar

EEG Functional connectivity analysis of in children Suffering from ADHD during facial expression recognition

HOSSEIN DINI

2019 Feb

Analysis of Inter-Stimulus Intervals Effect on Error Related Potential in Electroencephalogram

BAHAREH AHKAMI

2018 Dec

Comparison of brain activity of ADHD and healthy subjects using the independent component analysis of fMRI data

MOSTAFA MAHDIPOUR

2017 Sep

Analysing Independent components and spatial patterns of EEG signal during motor imagery

ASGHAR ZAREI

2017 Jan

Automatic validity degree evaluation of independent components of EEG signal during visual attention task

NEGIN GHOLAMIPOURBAROGH

2016 Feb

Analysis of Brain Event Related Potentials in Children with ADHD During Facial Expression Recognition

PARIVASH POUR ABBASI NAJAF ABADI

2016 Feb

Evaluation of Visual Sustained Attention Levels Using Electroencephalogram Signals

ATHENA TAYMOURTASH

2014 Oct

Deception recognition based on a weighted dual Visibility Graph approach extracted from electroencephalogram signals.

ALI RAHIMISARYAZDI

2025 Feb

Books

Title

Author(s)

Publisher country

publication date

version

Fractional-Order Design: Devices, Circuits, and Systems Fractional-order systems in biological applications: estimating causal relations in a system with inner connectivity using fractional moments (Chapter 10)

Z. Tabanfar, F. Ghassemi, A. Bahramian, A. Nouri, Ensieh Ghaffari Shad, S. Jafari

Britain

Journal Papers

S. Ansari Nasab, F. Ghassemi, Fatemeh Parastesh, S. Jafari, "Analyzing the relationship between synchronization dynamics in hypernetworks and their single-interaction counterparts", Chaos, 2025 Oct vol. 35, no. 10, pp.-, 2025.

R. Irankhah, M. Mehrabbeik, Fatemeh Parastesh, F. Ghassemi, S. Jafari, Guanrong Chen, Jrgen Kurths, "Network Synchronization with an Adaptive Blinking Coupling Scheme: Topological and Dynamical Generalization", Applied Mathematics and Computation, 2025 Oct vol. 513, no. 1, pp.1-12, 2025.

E. Zargaripour, F. Towhidkhah, F. Ghassemi, Otella Shoja, "Establishing a methodological framework for evaluating gait symmetry through muscle synergies: A pilot study", Journal of Electromyography and Kinesiology, 2025 Sep vol. 85, no. , pp.-, 2025.

M. Safardoost, Z. Tabanfar, F. Ghassemi, "Unveiling the influence of facial expressions on EEG-based biometric system performance in ADHD and healthy children", Neuroscience, 2025 Aug vol. 585, no. , pp.222-232, 2025.

S. Ansari Nasab, F. Ghassemi, Fatemeh Parastesh, "The combined impact of structure and coupling type on synchronization dynamics in hypernetworks", Chaos Solitons and Fractals, 2025 Jul vol. 199, no. , pp.-, 2025.

S. Ansari Nasab, A. Bayani, Fatemeh Parastesh, F. Ghassemi، کارتیکیان راجاگوپال, S. Jafari, "Transition to synchronization in functional brain networks of children suffering from ADHD", Brain Structure and Function, 2025 Jun vol. 230, no. , pp.1-20, 2025.

S. Ansari Nasab, F. Nazarimehr, F. Ghassemi, S. Jafari, "Synchronization transition in networks of Fractional-Order memristive Hindmarsh-Rose neurons", Journal of Theoretical Biology, 2025 May vol. 609, no. , pp.1-6, 2025.

A. Vaysi, F. Ghassemi, M. Mehrabbeik, F. Nazarimehr, S. Jafari, Mohammad Rasoul Ghadami, Habibolah Khazaie, Matja? Perc, "Network-based methodology to determine obstructive sleep apnea", Physica A-Statistical Mechanics and Its Applications, 2025 May vol. 673, no. 1, pp.1-9, 2025.

A. Rahimisaryazdi, Atiyeh Bayani, F. Ghassemi, Karthikeyan Rajagopal, "Brain functional connectivity network during deception: a visibility graph approach", European Physical Journal-Special Topics, 2025 Apr vol. , no. , pp.-, 2025.

A. Barzegar Khanghah, Z. Tabanfar, F. Ghassemi, "Perceptual Decisions Recognition in Healthy Individuals Using Electroencephalogram Signals", Frontiers In Biomedical Technologies, 2025 Jan vol. 13, no. 1, pp.187-198, 2025.

Gourab Kumar Sar, S. Ansari Nasab, F. Nazarimehr, F. Ghassemi, S. Jafari, Dibakar Ghosh, "Dynamics of swarmalators in the presence of a contrarian", Physical Review E, 2025 Jan vol. 111, no. 1, pp.1-10, 2025.

Karthikeyan Rajagopal, N. Naseri, Fatemeh Parastesh, F. Ghassemi, S. Jafari, "Phase synchronization analysis of EEG functional connectivity in Parkinson's disease", Journal of Theoretical Biology, 2024 Nov vol. 598, no. 111997, pp.1-8, 2024.

A. Rahimisaryazdi, F. Nazarimehr, F. Ghassemi, Fatemeh Parastesh, S. Jafari, "Characterizing EEG signal dynamics in healthy, seizure-free, and seizure states using the chaos decision tree algorithm", Physica Scripta, 2024 Nov vol. 99, no. 12, pp.1-18, 2024.

A. Rahimisaryazdi, F. Ghassemi, Z. Tabanfar, S. Ansari Nasab, F. Nazarimehr, S. Jafari, "EEG-based deception detection using weighted dual perspective visibility graph analysis", Cognitive Neurodynamics, 2024 Sep vol. 0, no. 0, pp.1-21, 2024.

S. Ansari Nasab, Fatemeh Parastesh, F. Ghassemi, Karthikeyan Rajagopal, S. Jafari, Jrgen Kurths, "Optimized multi-variable coupling can improve synchronization in complex networks", Nonlinear Dynamics, 2024 Aug vol. 1, no. 112, pp.18491-18500, 2024.

S. Ansari Nasab, F. Nazarimehr, Gourab Kumar Sar, F. Ghassemi, D. Ghosh, S. Jafari, M. Perc, "The spatial dynamics and phase transitions in non-identical swarmalators", Nonlinear Dynamics, 2024 Apr vol. 0, no. 0, pp.1-19, 2024.

S. Ansari Nasab, F. Nazarimehr, F. Ghassemi, Dibakar Ghosh, S. Jafari, "Spatial dynamics of swarmalators' movements", Applied Mathematics and Computation, 2023 Dec vol. 468, no. 1, pp.1-10, 2023.

Z. Tabanfar, F. Ghassemi, "DIAGNOSIS OF ADULT ATTENTION DEFICIT HYPERACTIVITY DISORDER USING EEG-BASED FUNCTIONAL BRAIN NETWORKS", Ibro Neuroscience Reports, 2023 Oct vol. 15, no. 1, , 2023.

H. Ahmadieh Khanehsar, F. Ghassemi, M.H. Moradi, "Visual image reconstruction based on EEG signals using a generative adversarial and deep fuzzy neural network", Biomedical Signal Processing and Control, 2023 Oct vol. 87, no. 1, pp.1-25, 2023.

Z. Tabanfar, F. Ghassemi, M.H. Moradi, "Introducing a fuzzy task-related connectivity index for BCI systems applications", Soft Computing, 2023 Aug vol. 27, no. 16, pp.1-13, 2023.

S. Ansari Nasab, F. Ghassemi, F. Nazarimehr, Dibakar Ghosh, S. Jafari, "Phase synchronization in cryptocurrency network and its features", International Journal of Modern Physics C, 2023 Aug vol. 35, no. 2, pp.1-21, 2023.

H. Ahmadieh Khanehsar, F. Ghassemi, M.H. Moradi, "A hybrid deep learning framework for automated visual image classification using EEG signals", Neural Computing and Applications, 2023 Jul vol. 35, no. 2, pp.20989-21005, 2023.

S.S. Naghibi, Ali Maleki, A. Fallah, F. Ghassemi, E. Zargaripour, "Electrogoniometer error compensation, for hand position measurement during planar reaching movements", Biomedical Signal Processing and Control, 2023 Apr vol. 85, no. 1, pp.1-9, 2023.

S. Ansari Nasab, F. Ghassemi, Z. Tabanfar, S. Jafari, "Investigation of phase synchronization in functional brain networks of children with ADHD using nonlinear recurrence measure", Journal of Theoretical Biology, 2022 Dec vol. 560, no. 1, pp.1-10, 2022.

S. Ansari Nasab, F. Parastesh Karegar, F. Ghassemi, Karthikeyan Rajagopal, S. Jafari, Dibakar Ghosh, "Synchronization in functional brain networks of children suffering from ADHD based on Hindmarsh-Rose neuronal model", Computers In Biology and Medicine, 2022 Dec vol. 152, no. 1, pp.1-14, 2022.

E. Rostami, F. Ghassemi, Z. Tabanfar, "Transfer Learning assisted PodNet for Stimulation Frequency Detection in Steady state visually evoked potential-based BCI Spellers", Brain-Computer Interfaces, 2022 Nov vol. 0, no. 0, , 2022.

E. Rostami, F. Ghassemi, Z. Tabanfar, "Improving the classification of Real-World SSVEP data in Brain-Computer Interface Speller systems using Deep Convolutional Neural Networks", Frontiers In Biomedical Technologies, 2022 Oct vol. 9, no. 4, pp.248-254, 2022.

N. Naseri, F. Parastesh Karegar, F. Ghassemi, S. Jafari, Eckehard Scholl, Jurgen Kurths, "Converting high-dimensional complex networks to lower-dimensional ones preserving synchronization features", Epl, 2022 Oct vol. 140, no. 2, pp.1-8, 2022.

Z. Tabanfar, F. Ghassemi, M.H. Moradi, "A subject-independent SSVEP-based BCI target detection system based on fuzzy ordering of EEG task-related components", Biomedical Signal Processing and Control, 2022 Sep vol. 79, no. 2, pp.1-10, 2022.

N. Naseri, F. Parastesh Karegar, Mahdi Karami, F. Ghassemi, "An optimization method to keep synchronization features when decreasing network nodes", European Physical Journal-Special Topics, 2022 Jul vol. 0, no. 0, pp.1-6, 2022.

A. Ettefagh, F. Ghassemi, Z. Tabanfar, "Time-frequency Analysis of Electroencephalogram Signals in a Perceptual Decision-Making Task of Random Dot Kinematograms", Frontiers In Biomedical Technologies, 2022 Jun vol. 9, no. 3, pp.170-175, 2022.

S. Ansari Nasab, S. Panahi, F. Ghassemi, Dibakar Ghosh, S. Jafari, "Synchronization stability analysis of functional brain networks in boys with ADHD during facial emotions processing", Physica A-Statistical Mechanics and Its Applications, 2022 Jun vol. 603, no. 1, pp.1-9, 2022.

S. Mashatan, F. Ghassemi, "Functional Connectivity Analysis in EEG Source Space during Deception", Frontiers In Biomedical Technologies, 2022 Jun vol. 9, no. 3, pp.191-198, 2022.

S. Sepehrishakib, F. Ghassemi, "Investigating the Effect of Stimulus Type on Electroencephalogram Signal in a Brain-Computer Interface System with Interaction Error", Frontiers In Biomedical Technologies, 2022 Mar vol. 9, no. 2, pp.127-133, 2022.

E. Rostami, F. Ghassemi, Z. Tabanfar, "Canonical Correlation Analysis of Task Related Components as a Noise-Resistant Method in Brain-Computer Interface Speller Systems based on Steady-State Visual Evoked Potential", Biomedical Signal Processing and Control, 2021 Dec vol. 73, no. 1, pp.1-11, 2021.

N. Naseri, Sivabalan Ambigapathy, M. Shafiei Kafraj, F. Ghassemi, Karthikeyan Rajagopal, S. Jafari, "Connecting Curves as a Tool to Localize Hidden Attractors in a New Chaotic Hyperjerk System with No Equilibria", International Journal of Bifurcation and Chaos, 2021 Dec vol. 31, no. 15, pp.1-10, 2021.

V. Mehdizadehfar, F. Ghassemi, A. Fallah, "Brain Connectivity Estimation Pitfall in Multiple Trials of EEG Data", Basic and Clinical Neuroscience, 2021 Aug vol. 0, no. 0, pp.1-18, 2021.

S. Ansari Nasab, S. Panahi, F. Ghassemi, S. Jafari, Karthikeyan Rajagopal, Dibakar Ghosh, Matjaz Perc, "Functional neuronal networks reveal emotional processing differences in children with ADHD", Cognitive Neurodynamics, 2021 Jul vol. 0, no. 0, , 2021.

B. Ahkami, F. Ghassemi, "Adding Tactile Feedback and Changing ISI to Improve BCI Systems' Robustness: An Error-Related Potential Study", Brain Topography, 2021 Apr vol. 0, no. 0, pp.1-11, 2021.

N. Gholamipourbarogh, F. Ghassemi, "Estimation of the Independent Components Reliability of EEG Signal in a Clinical Application", Biomedical Signal Processing and Control, 2020 Dec vol. 65, no. 1, pp.1-10, 2020.

S.R. Hosseini, F. Ghassemi, M.H. Moradi, "Penalized logistic regression models for phenotype prediction based on Single Nucleotide Polymorphisms", Aut Journal of Electrical Engineering, 2020 Dec vol. 0, no. 0, , 2020.

H. Ahmadieh Khanehsar, F. Ghassemi, "Assessing the Effects of Alzheimers Disease on EEG Signals Using the Entropy Measure: A Meta-Analysis", Basic and Clinical Neuroscience, 2020 Oct vol. 1, no. 1, pp.1-18, 2020.

H. Dini, F. Ghassemi, Mohammad S. E. Sendi, "Investigation of Brain Functional Networks in Children suffering from Attention Deficit Hyperactivity Disorder Brain Topography", Brain Topography, 2020 Sep vol. 0, no. 0, pp.1-18, 2020.

V. Mehdizadehfar, F. Ghassemi, A. Fallah, Iman Mohammad-rezazadeh, Hamizreza Pouretemad, "Brain Connectivity Analysis in Fathers of Children with Autism", Cognitive Neurodynamics, 2020 Aug vol. 0, no. 0, pp.1-13, 2020.

S.S. Naghibi, A. Fallah, Ali Maleki, F. Ghassemi, "Elbow angle generation during activities of daily living using a submovement prediction model", Biological Cybernetics, 2020 Jun vol. 114, no. 1, pp.389-402, 2020.

V. Mehdizadehfar, F. Ghassemi, A. Fallah, Hamidreza Pouretemad, "EEG Study of Facial Emotion Recognition in the Fathers of Autistic Children", Biomedical Signal Processing and Control, 2020 Feb vol. 56, no. 2020, pp.1-9, 2020.

S.S. Naghibi, F. Ghassemi, Ali Maleki, A. Fallah, "The Effects of Upper Limb Motor Recovery on Submovement Characteristics among the Patients with Stroke: A Meta Analysis", Pm and R, 2019 Nov vol. 0, no. 0, pp.1-10, 2019.

S.S. Naghibi, A. Fallah, Ali Maleki, F. Ghassemi, "Planar Reaching Movement Generation Using Submovement Prediction Model", Iranian Journal of Biomedical Engineering, 2019 Oct vol. 12, no. 3, pp.341-350, 2019.

Z. Tabanfar, F. Ghassemi, "Task-related Component Analysis of Electroencephalogram Signals During Emotional Face Recognition: A Case Study of ERP", Ibro Reports, 2019 Sep vol. 6, no. 1, pp.63-63, 2019.

S. Saeid, F. Almasganj, F. Ghassemi, "Noise Reduction in Cone Beam Computed Tomography Images using Independent Component Analysis", Iranian Journal of Biomedical Engineering, 2019 Apr vol. 13, no. 1, pp.11-20, 2019.

M. Rahimi Ghazikalayeh, M.H. Moradi, F. Ghassemi, "Comparison of brain effective connectivity in different states of attention and consciousness based on EEG signals", Biomedical Signal Processing and Control, 2019 Mar vol. 51, no. 1, pp.393-400, 2019.

Vahideh Karbasi, Mehdi Tehrani-doost, F. Ghassemi, "Investigating Effects of Image Blurring on Facial Emotion Recognition", , 2018 Dec vol. 20, no. 3, pp.1-14, 2018.

M. Khalighfard, F. Ghassemi, "Comparison of Electrical Stimulation and Mirror Therapy and Conventional Rehabilitation and Combining them for Rehabilitation of Upper Extremity in Stroke Patients: A Meta-Analysis", Scientific Journal of Rehabilitation Medicine, 2018 Dec vol. 7, no. 4, pp.278-299, 2018.

V. Mehdizadehfar, F. Ghassemi, A. Fallah, "Brain Connectivity Reflected in EEG Coherence in Individuals with Autism: A Meta-Analysis", Basic and Clinical Neuroscience, 2018 Dec vol. 0, no. 0, pp.1-24, 2018.

Mahdiyeh Sarraf Razavi, Mehdi Tehrani-doost, F. Ghassemi, Mohammad Ali Nazari, Zohreh Ziatabar Ahmadi, "Early Posterior Negativity as Facial Emotion Recognition Index in Children With Attention Deficit Hyperactivity Disorder", Basic and Clinical Neuroscience, 2018 Nov vol. 9, no. 6, pp.439-447, 2018.

Nazanin Fatemian, Mehdi Tehrani-doost, F. Ghassemi, "Comparing Recognition Memory of Faces with Positive/Negative Emotions", , 2018 Sep vol. 20, no. 2, pp.40-52, 2018.

Mahdiyeh Sarraf Razavi, Mehdi Tehranidoost, F. Ghassemi, P. Pour Abbasi Najaf Abadi, A. Taymourtash, "Emotional face recognition in children with attention deficit hyperactivity disorder - evidence from event related gamma oscillation", Basic and Clinical Neuroscience, 2017 Nov vol. 8, no. 5, pp.419-427, 2017.

R. Faal, F. Ghassemi, "Systematic Review And Meta-analysis : Effects of virtual reality therapy on stroke rehabilitation in upper limbs", Scientific Journal of Rehabilitation Medicine, 2017 Nov vol. 6, no. 3, pp.286-302, 2017.

A. Taymourtash, F. Ghassemi, Mehdi Tehrani Doost, "Comparison of Sustained Attention and Response Inhibition between Adults with Attention Deficit/Hyperactivity Disorder and Normal Controls during Cognitive Load Changes of Continuous Performance Task", , 2016 Dec vol. 18, no. 4, pp.1-10, 2016.

M. Rahimi Ghazikalayeh, M.H. Moradi, F. Ghassemi, "Brain effective connectivity investigation with directed transform function method for different combination of attention and consciousness based on EEG signals", Iranian Journal of Biomedical Engineering, 2016 May vol. 10, no. 1, pp.59-68, 2016.

Fatemeh Keshvari, Zahra Rezvani, F. Ghassemi, Hamidreza Pouretemad, "Temporal correlates of intuition and cognitive control in moral decision, making in different social contexts", European Psychiatry, 2016 Mar vol. 33, no. 140, pp.153-154, 2016.

M. Rahimi Ghazikalayeh, M.H. Moradi, F. Ghassemi, "Brain Effective Connectivity Investigation With Directed Transform Function Method for Different Combination of Attention and Consciousness Based on EEG Signals", Iranian Journal of Biomedical Engineering, 2016 Mar vol. 10, no. 1, pp.59-68, 2016.

Malahat Akbarfahimi, Mehdi Tehrani-doost, F. Ghassemi, "The relationship between global functioning of patients with schizophrenia and Negative Emotional faces perception: An Event Related Potential Study (ERP)", , 2014 Apr vol. 8, no. 1, pp.52-61, 2014.

Malahat Akbarfahimi, Mehdi Tehrani-doost, F. Ghassemi, "Emotional Face Perception in Patients with Schizophrenia: an Event-Related Potential Study", Neurophysiology, 2013 Jul vol. 45, no. 3, pp.249-257, 2013.

F. Ghassemi, Mehdi Tehrani-doost, M.H. Moradi, Vahid Abootalebi, "Using ERP components for classification of ADHD/normal participants", Clinical Neurophysiology, 2012 Feb vol. 42, no. 0, pp.65-65, 2012.

F. Ghassemi, M.H. Moradi, Mehdi Tehrani-doost, Vahid Abootalebi, "Using non-linear features of EEG for ADHD/Normal participants' classification", Procedia-Social and Behavioral Sciences, 2012 Feb vol. 32, no. 1, pp.148-152, 2012.

F. Ghassemi, M.H. Moradi, Mehdi Tehrani-doost, Vahid Abootalebi, "Effects of the ADHD Syndrome on the Frequency Composition of ERPs Revealed by Independent Component Analysis", Neurophysiology, 2011 May vol. 42, no. 6, pp.428-433, 2011.

F. Ghassemi, M.H. Moradi, Mehdi Tehrani-doost, Vahid Abootalebi, "Evaluation of Estimating Missed Answers in Conners Adult ADHD Rating Scale (Screening Version", Iranian Journal of Psychiatry, 2010 Jul vol. 5, no. 3, pp.108-112, 2010.

F. Ghassemi, M.H. Moradi, Mehdi Tehrani-doost, Vahid Abootalebi, "Effects of correct and wrong answers on ERPs recorded under conditions of the continuous performance test in ADHD/normal participants", Neurophysiology, 2010 Jun vol. 42, no. 3, pp.213-220, 2010.

Taught Courses

Course title

Description

Headlines

Date

Statistical Analysis of Medical Data

4051

Blind Source Separation and Its Applications in Medicine

4051

Statistical Analysis of Medical Data

4042

Analog & Digital Communication Systems

4042

Statistical Analysis of Medical Data

4041

Blind Source Separation and Its Applications in Medicine

4041

Analog & Digital Communication Systems

4032

Analog & Digital Communication Systems

4032