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Works (46)

Automated Detection and Forecasting of COVID-19 using Deep Learning Techniques: A Review

ArXiv
2024 | Journal article
Contributors: Shoeibi, Afshin; Khodatars, Marjane; Jafari, Mahboobeh; Ghassemi, Navid; Sadeghi, Delaram; Moridian, Parisa; Khadem, Ali; Alizadehsani, Roohallah; Hussain, Sadiq; Zare, Assef et al.
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A deep learning method for classification of steady-state visual evoked potentials in a brain-computer interface speller

Brain-Computer Interfaces
2023 | Journal article
Contributors: Saffari, Farzad; Khadem, Ali
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Evaluating the Performance of the Hybrid Boundary Element- Finite Element (BE-FE) Method to Solve Electroencephalography (EEG) Forward Problem Based on the Mesh Quality: A Simulation Study

Frontiers in Biomedical Technologies
2023 | Journal article
Contributors: Nasireh Dayarian; Ali Khadem
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A sex-dependent computer-aided diagnosis system for autism spectrum disorder using connectivity of resting-state fMRI

Journal of Neural Engineering
2022 | Journal article
Contributors: Haghighat, Hossein; Mirzarezaee, Mitra; Araabi, Babak Nadjar; Khadem, Ali
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An age-dependent Connectivity-based computer aided diagnosis system for Autism Spectrum Disorder using Resting-state fMRI

Biomedical Signal Processing and Control
2022 | Journal article
Contributors: Haghighat, Hossein; Mirzarezaee, Mitra; Araabi, Babak Nadjar; Khadem, Ali
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An overview of artificial intelligence techniques for diagnosis of Schizophrenia based on magnetic resonance imaging modalities: Methods, challenges, and future works

Computers in Biology and Medicine
2022 | Journal article
Contributors: Sadeghi, Delaram; Shoeibi, Afshin; Ghassemi, Navid; Moridian, Parisa; Khadem, Ali; Alizadehsani, Roohallah; Teshnehlab, Mohammad; Gorriz, Juan M.; Khozeimeh, Fahime; Zhang, Yu-Dong et al.
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An overview of deep learning techniques for epileptic seizures detection and prediction based on neuroimaging modalities: Methods, challenges, and future works

Computers in Biology and Medicine
2022 | Journal article
Contributors: Shoeibi, Afshin; Moridian, Parisa; Khodatars, Marjane; Ghassemi, Navid; Jafari, Mahboobeh; Alizadehsani, Roohallah; Kong, Yinan; Gorriz, Juan Manuel; Ramirez, Javier; Khosravi, Abbas et al.
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Automatic diagnosis of schizophrenia and attention deficit hyperactivity disorder in rs-fMRI modality using convolutional autoencoder model and interval type-2 fuzzy regression

Cognitive Neurodynamics
2022 | Journal article
Contributors: Shoeibi, Afshin; Ghassemi, Navid; Khodatars, Marjane; Moridian, Parisa; Khosravi, Abbas; Zare, Assef; Gorriz, Juan M.; Chale-Chale, Amir Hossein; Khadem, Ali; Acharya, U. Rajendra
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Automatic diagnosis of sleep apnea from biomedical signals using artificial intelligence techniques: Methods, challenges, and future works

Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery
2022 | Journal article
Contributors: Moridian, Parisa; Shoeibi, Afshin; Khodatars, Marjane; Jafari, Mahboobeh; Pachori, Ram Bilas; Khadem, Ali; Alizadehsani, Roohallah; Ling, Sai Ho
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Blood Pressure Measurement Using a Gaussian Curve Fitting Algorithm

National and International Iranian Conference on Biomedical Engineering, Icbme
2022 | Journal article
Contributors: Najd, Ali; Akhoondi, Soheil; Khezri, Yaghoob; Khadem, Ali
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Evaluating the Effect of Increasing Working Memory Load on EEG-Based Functional Brain Networks

Frontiers in Biomedical Technologies
2022 | Journal article
Contributors: Susan Samiei; Mehdi Delrobaei; Ali Khadem
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Functional impairment of the Lateral Geniculate Nucleus in Multiple Sclerosis

BioRxiv
2022 | Journal article
Contributors: Neda Sardaripour; Mehrdad Asadi; Hamid Abrishami Moghaddam; Ali Khadem; Reza Rajimehr
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Normal development of the brain: a survey of joint structural-functional brain studies

Reviews in the Neurosciences
2022 | Journal article
Contributors: Namiranian, Roxana; Malakshan, Sahar Rahimi; Moghaddam, Hamid Abrishami; Khadem, Ali; Jafari, Reza
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Sleep Apnea Diagnosis Using Complexity Features of EEG Signals

Lecture Notes in Computer Science
2022 | Journal article
Contributors: Gholami, Behnam; Behboudi, Mohammad Hossein; Khadem, Ali; Shoeibi, Afshin; Gorriz, Juan M.
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A hybrid boundary element-finite element method to solve the EEG forward problem

BioRxiv
2021 | Journal article
Contributors: Dayarian, N.; Jafari, R.; Khadem, A.
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Automated Sleep Stage Scoring Using Brain Effective Connectivity and EEG Signals

International Conference on Signal Processing and Intelligent Systems (ICSPIS)
2021 | Conference paper
Contributors: Masood Hamed Saghayan; Saman Seifpour; Ali Khadem
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Automatic Diagnosis of Schizophrenia in EEG Signals Using CNN-LSTM Models

Frontiers in Neuroinformatics
2021 | Journal article
Contributors: Shoeibi, Afshin; Sadeghi, Delaram; Moridian, Parisa; Ghassemi, Navid; Heras, Jonathan; Alizadehsani, Roohallah; Khadem, Ali; Kong, Yinan; Nahavandi, Saeid; Zhang, Yu-Dong et al.
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Deep learning for neuroimaging-based diagnosis and rehabilitation of Autism Spectrum Disorder: A review

Computers in Biology and Medicine
2021 | Journal article
Contributors: Khodatars, Marjane; Shoeibi, Afshin; Sadeghi, Delaram; Ghaasemi, Navid; Jafari, Mahboobeh; Moridian, Parisa; Khadem, Ali; Alizadehsani, Roohallah; Zare, Assef; Kong, Yinan et al.
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Diagnosis of Sleep Apnea Syndrome from EEG Signals using Different Entropy measures

International Conference on Signal Processing and Intelligent Systems (ICSPIS)
2021 | Conference paper
Contributors: Gholami, B.; Behboudi, M.H.; Mahjani, M.G.; Khadem, A.
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Discrimination between Inhibitory and Excitatory Neurons of Mouse Hippocampus Based on the Shape of Extracellular Spike Waveforms

Frontiers in Biomedical Technologies
2021 | Journal article
Contributors: Mehrdad Oghazian; Farzad Saffari; Ali Khadem
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Functional Networks Abnormalities in Autism Spectrum Disorder: Age-Related Hypo and Hyper Connectivity

Brain Topography
2021 | Journal article
Contributors: Haghighat, Hossein; Mirzarezaee, Mitra; Araabi, Babak Nadjar; Khadem, Ali
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Functional classification of neurons in mouse hippocampus based on spike waveforms in extracellular recordings

Iranian Conference on Electrical Engineering (ICEE)
2020 | Conference paper
Contributors: Oghazian, Mehrdad; Khadem, Ali; Esghaei, Moein
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Improved dynamic connection detection power in estimated dynamic functional connectivity considering multivariate dependencies between brain regions

Human Brain Mapping
2020 | Journal article
Contributors: Balajoo, Somayeh Maleki; Asemani, Davud; Khadem, Ali; Soltanian-Zadeh, Hamid
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An Automated System for Diagnosis of Sleep Apnea Syndrome Using Single-Channel 14,1-4G Signal

Iranian Conference on Electrical Engineering (ICEE)
2019 | Conference paper
Contributors: Bayatfar, Saba; Seifpour, Saman; Oskoei, Mohammadreza Asghari; Khadem, Ali
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Comparing the Effective Connectivity Graphs Estimated by Granger Causality Index with Transfer Entropy: a Case Study on Autism Spectrum Disorders

National and International Iranian Conference on Biomedical Engineering (ICBME)
2017 | Conference paper
Contributors: Dejman, Ali; Khadem, Ali; Khorrami, Anahita
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Exploring the disorders of brain effective connectivity network in ASD: A case study using EEG, transfer entropy, and graph theory

Iranian Conference on Electrical Engineering (ICEE)
2017 | Conference paper
Contributors: Dejman, Ali; Khadem, Ali; Khorrami, Anahita
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Artifact suppression in freehand ultrasound elastography using Multiscale Principal Component Analysis

Iranian Conference on Biomedical Engineering and International Iranian Conference on Biomedical Engineering (ICBME)
2016 | Conference paper
Contributors: Khadem, A.
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Artifact Suppression in Freehand Ultrasound Elastography Using Multiscale Principal Component Analysis

Iranian Conference on Biomedical Engineering and International Iranian Conference on Biomedical Engineering (ICBME)
2016 | Conference paper
Contributors: Khadem, Ali
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Long-Range Reduced Predictive Information Transfers of Autistic Youths in EEG Sensor-Space During Face Processing

Brain Topography
2016 | Journal article
Contributors: Khadem, Ali; Hossein-Zadeh, Gholam-Ali; Khorrami, Anahita
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Enhancing LDA-based Discrimination of Left and Right Hand Motor Imagery: Outperforming the Winner of BCI Competition II

International Conference on Knowledge-Based Engineering and Innovation (KBEI)
2015 | Conference paper
Contributors: Masoomi, Raoof; Khadem, Ali
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Estimation of direct nonlinear effective connectivity using information theory and multilayer perceptron

Journal of Neuroscience Methods
2014 | Journal article
Contributors: Khadem, Ali; Hossein-Zadeh, Gholam-Ali
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Quantification of the effects of volume conduction on the EEG/MEG connectivity estimates: an index of sensitivity to brain interactions

Physiological Measurement
2014 | Journal article
Contributors: Khadem, Ali; Hossein-Zadeh, Gholam-Ali
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A new time delay estimation method for displacement estimation in ultrasound elastography

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An Effective Connectomics Approach for Diagnosing ADHD using Eyes-open Resting-state MEG

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Automatic Sleep Stage Classification Using 1D Convolutional Neural Network

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Comparing the robustness of brain connectivity measures to volume conduction artifact

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Detecting ADHD Based on Brain Functional Connectivity Using Resting-State MEG Signals

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Diagnosis of Bipolar I Disorder using 1 D-CNN and Resting-State fMRI Data

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Displacement Estimation for Ultrasound Elastography Based on a Robust Uniform Stretching Method

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Functional Connectivity During Morphosyntactic Processing: An Fmri Study in Balanced Turkish-Persian Bilinguals

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Imagined Speech Decoding From EEG: The Winner of 3rd Iranian BCI Competition (iBCIC2020)

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Impaired dynamic profile of brain recurring functional connectivity states in Alzheimer’s disease

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Single-Channel Selection for Detecting Steady-State Visual Evoked Potentials in a Brain-Computer Interface Speller

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Smoothing-spline based strain estimation in ultrasound elastography

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The role of instantaneous relations in the estimation of brain effective connectivity and a modified measure

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Window-Based Strain Estimation Using Weighted Displacement Obtained From Normalized Cross-Correlation

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Peer review (30 reviews for 11 publications/grants)

Review activity for Applied sciences. (3)
Review activity for Biomedical signal processing and control. (3)
Review activity for Brain sciences. (3)
Review activity for Health informatics journal (3)
Review activity for IEEE transactions on medical imaging. (1)
Review activity for IET image processing / (3)
Review activity for International journal of environmental research and public health (2)
Review activity for Journal of clinical medicine. (3)
Review activity for Journal of neural engineering. (7)
Review activity for Journal of obstetrics and gynaecology (1)
Review activity for Sensors. (1)