Zobrazeno 1 - 10 of 15 pro vyhledávání: '"Marjane Khodatars"'
1
Akademický článek
RF-CNN-F: random forest with convolutional neural network features for coronary artery disease diagnosis based on cardiac magnetic resonance
Autor: Fahime Khozeimeh, Danial Sharifrazi, Navid Hoseini Izadi, Javad Hassannataj Joloudari, Afshin Shoeibi, Roohallah Alizadehsani, Mehrzad Tartibi, Sadiq Hussain, Zahra Alizadeh Sani, Marjane Khodatars, Delaram Sadeghi, Abbas Khosravi, Saeid Nahavandi, Ru-San Tan, U. Rajendra Acharya, Sheikh Mohammed Shariful Islam
Publikováno v: Scientific Reports, Vol 12, Iss 1, Pp 1-12 (2022)
Abstract Coronary artery disease (CAD) is a prevalent disease with high morbidity and mortality rates. Invasive coronary angiography is the reference standard for diagnosing CAD but is costly and associated with risks. Noninvasive imaging like cardia
Externí odkaz: https://doaj.org/article/a7eb83becaad439d8a789285adfd0058
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2
Akademický článek
Automatic autism spectrum disorder detection using artificial intelligence methods with MRI neuroimaging: A review
Autor: Parisa Moridian, Navid Ghassemi, Mahboobeh Jafari, Salam Salloum-Asfar, Delaram Sadeghi, Marjane Khodatars, Afshin Shoeibi, Abbas Khosravi, Sai Ho Ling, Abdulhamit Subasi, Roohallah Alizadehsani, Juan M. Gorriz, Sara A. Abdulla, U. Rajendra Acharya
Publikováno v: Frontiers in Molecular Neuroscience, Vol 15 (2022)
Autism spectrum disorder (ASD) is a brain condition characterized by diverse signs and symptoms that appear in early childhood. ASD is also associated with communication deficits and repetitive behavior in affected individuals. Various ASD detection
Externí odkaz: https://doaj.org/article/dbd6ea6f07ef4193a238307abd39999d
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3
Akademický článek
Medical Images Encryption Based on Adaptive-Robust Multi-Mode Synchronization of Chen Hyper-Chaotic Systems
Autor: Ali Akbar Kekha Javan, Mahboobeh Jafari, Afshin Shoeibi, Assef Zare, Marjane Khodatars, Navid Ghassemi, Roohallah Alizadehsani, Juan Manuel Gorriz
Publikováno v: Sensors, Vol 21, Iss 11, p 3925 (2021)
In this paper, a novel medical image encryption method based on multi-mode synchronization of hyper-chaotic systems is presented. The synchronization of hyper-chaotic systems is of great significance in secure communication tasks such as encryption o
Externí odkaz: https://doaj.org/article/17790521dade4572916dbb6f8bf39ba5
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5
Automatic diagnosis of schizophrenia and attention deficit hyperactivity disorder in rs-fMRI modality using convolutional autoencoder model and interval type-2 fuzzy regression
Autor: Afshin Shoeibi, Navid Ghassemi, Marjane Khodatars, Parisa Moridian, Abbas Khosravi, Assef Zare, Juan M. Gorriz, Amir Hossein Chale-Chale, Ali Khadem, U. Rajendra Acharya
Publikováno v: Cognitive Neurodynamics.
Nowadays, many people worldwide suffer from brain disorders, and their health is in danger. So far, numerous methods have been proposed for the diagnosis of Schizophrenia (SZ) and attention deficit hyperactivity disorder (ADHD), among which functiona
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::c8d8f45d5be0b26b7d070007eecdc3a4
https://doi.org/10.1007/s11571-022-09897-w
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7
Automatic diagnosis of sleep apnea from biomedical signals using artificial intelligence techniques: Methods, challenges, and future works
Autor: Parisa Moridian, Afshin Shoeibi, Marjane Khodatars, Mahboobeh Jafari, Ram Bilas Pachori, Ali Khadem, Roohallah Alizadehsani, Sai Ho Ling
Publikováno v: WIREs Data Mining and Knowledge Discovery. 12
Apnea is a sleep disorder that stops or reduces airflow for a short time during sleep. Sleep apnea may last for a few seconds and happen for many while sleeping. This reduction in breathing is associated with loud snoring, which may awaken the person
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::1d1732c23020f5e12eb1bc2e612a51bc
https://doi.org/10.1002/widm.1478
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9
An overview of deep learning techniques for epileptic seizures detection and prediction based on neuroimaging modalities: Methods, challenges, and future works
Autor: Afshin Shoeibi, Parisa Moridian, Marjane Khodatars, Navid Ghassemi, Mahboobeh Jafari, Roohallah Alizadehsani, Yinan Kong, Juan Manuel Gorriz, Javier Ramírez, Abbas Khosravi, Saeid Nahavandi, U. Rajendra Acharya
Publikováno v: Computers in Biology and Medicine. 149:106053
Epilepsy is a disorder of the brain denoted by frequent seizures. The symptoms of seizure include confusion, abnormal staring, and rapid, sudden, and uncontrollable hand movements. Epileptic seizure detection methods involve neurological exams, blood
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::92e5b503649c5b7189da33f096d69c63
https://doi.org/10.1016/j.compbiomed.2022.106053
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10
Epileptic Seizures Detection Using Deep Learning Techniques: A Review
Autor: Navid Ghassemi, Hossein Hosseini-Nejad, Marjane Khodatars, Saeid Nahavandi, Maryam Panahiazar, Assef Zare, Udyavara Rajendra Acharya, Sadiq Hussain, Amir F. Atiya, Diba Aminshahidi, Mahboobeh Jafari, Fahime Khozeimeh, Modjtaba Rouhani, Parisa Moridian, Afshin Shoeibi, Abbas Khosravi, Roohallah Alizadehsani
Publikováno v: International Journal of Environmental Research and Public Health, Vol 18, Iss 5780, p 5780 (2021)
International Journal of Environmental Research and Public Health
A variety of screening approaches have been proposed to diagnose epileptic seizures, using electroencephalography (EEG) and magnetic resonance imaging (MRI) modalities. Artificial intelligence encompasses a variety of areas, and one of its branches i
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::a99dc07b7e09b32fd51d5b2da0ee24e0
https://www.mdpi.com/1660-4601/18/11/5780
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