130 citations · 163 across the 13 of their papers we have counts for
13 papers
Neural modulation enhancement using connectivity-based EEG neurofeedback with simultaneous fMRI for emotion regulation
Amin Dehghani, Hamid Soltanian-Zadeh, Gholam-Ali Hossein-Zadeh
Emotion regulation plays a key role in human behavior and overall well-being. Neurofeedback is a non-invasive self-brain training technique used for emotion regulation to enhance b…
Multi-Scale Convolutional Neural Network for Automated AMD Classification using Retinal OCT Images
Saman Sotoudeh-Paima, Ata Jodeiri, Fedra Hajizadeh +1
Age-related macular degeneration (AMD) is the most common cause of blindness in developed countries, especially in people over 60 years of age. The workload of specialists and the…
CXR-Net: An Artificial Intelligence Pipeline for Quick Covid-19 Screening of Chest X-Rays
Haikal Abdulah, Benjamin Huber, Sinan Lal +4
CXR-Net is a two-module Artificial Intelligence pipeline for the quick detection of SARS-CoV-2 from chest X-rays (CXRs). Module 1 was trained on a public dataset of 6395 CXRs with…
Epistocracy Algorithm: A Novel Hyper-heuristic Optimization Strategy for Solving Complex Optimization Problems
Seyed Ziae Mousavi Mojab, Seyedmohammad Shams, Hamid Soltanian-Zadeh +1
This paper proposes a novel evolutionary algorithm called Epistocracy which incorporates human socio-political behavior and intelligence to solve complex optimization problems. The…
Lung Segmentation in Chest X-rays with Res-CR-Net
Haikal Abdulah, Benjamin Huber, Sinan Lal +3
Deep Neural Networks (DNN) are widely used to carry out segmentation tasks in biomedical images. Most DNNs developed for this purpose are based on some variation of the encoder-dec…
Comparative Evaluation Of Three Methods Of Automatic Segmentation Of Brain Structures Using 426 Cases
Mohammad-Parsa Hosseini, Esmaeil Davoodi, Evangelia Bouzos +2
Segmentation of brain structures in a large dataset of magnetic resonance images (MRI) necessitates automatic segmentation instead of manual tracing. Automatic segmentation methods…
Probing fMRI brain connectivity and activity changes during emotion regulation by EEG neurofeedback
Amin Dehghani, Hamid Soltanian-Zadeh, Gholam-Ali Hossein-Zadeh
Neurofeedback is a non-invasive brain training with long-term medical and non-medical applications. Despite the existence of several emotion regulation studies using neurofeedback,…
Using image-extracted features to determine heart rate and blink duration for driver sleepiness detection
Erfan Darzi, Armin Mohammadie-Zand, Hamid Soltanian-Zadeh
Heart rate and blink duration are two vital physiological signals which give information about cardiac activity and consciousness. Monitoring these two signals is crucial for vario…
Enhancing performance of subject-specific models via subject-independent information for SSVEP-based BCIs
Mohammad Hadi Mehdizavareh, Sobhan Hemati, Hamid Soltanian-Zadeh
Recently, brain-computer interface (BCI) systems developed based on steady-state visual evoked potential (SSVEP) have attracted much attention due to their high information transfe…
Cloud-based Deep Learning of Big EEG Data for Epileptic Seizure Prediction
Mohammad-Parsa Hosseini, Hamid Soltanian-Zadeh, Kost Elisevich +1
Developing a Brain-Computer Interface~(BCI) for seizure prediction can help epileptic patients have a better quality of life. However, there are many difficulties and challenges in…
Automatic and Manual Segmentation of Hippocampus in Epileptic Patients MRI
Mohammad-Parsa Hosseini, Mohammad-Reza Nazem-Zadeh, Dario Pompili +3
The hippocampus is a seminal structure in the most common surgically-treated form of epilepsy. Accurate segmentation of the hippocampus aids in establishing asymmetry regarding siz…
Computerized Processing and Analysis of CT Images for Developing a New Criterion in COPD Diagnosis
Mohammad-Parsa Hosseini, Hamid Soltanian-Zadeh, Shahram Akhlaghpoor
Background: Chronic obstructive pulmonary disease (COPD) is one of the most prevalent and dangerous pulmonary diseases in the world. It is forecasted that COPD will be the third de…
Pigment Melanin: Pattern for Iris Recognition
Mahdi S. Hosseini, Babak N. Araabi, Hamid Soltanian-Zadeh
Recognition of iris based on Visible Light (VL) imaging is a difficult problem because of the light reflection from the cornea. Nonetheless, pigment melanin provides a rich feature…