Assessing fatigue with multimodal wearable sensors and machine learning

A Jaiswal, MZ Zadeh, A Hebri, F Makedon - arXiv preprint arXiv …, 2022 - arxiv.org
Fatigue is a loss in cognitive or physical performance due to physiological factors such as
insufficient sleep, long work hours, stress, and physical exertion. It adversely affects the …

Spatial encoding of BOLD fMRI time series for categorizing static images across visual datasets: A pilot study on human vision

VK Kancharala, D Bhattacharya… - TENCON 2023-2023 …, 2023 - ieeexplore.ieee.org
Functional MRI (fMRI) is widely used to examine brain functionality by detecting alteration in
oxygenated blood flow that arises with brain activity. In this study, complexity-specific image …

[HTML][HTML] Contrastive voxel clustering for multiscale modeling of brain network

Z Ding, Y Huang, X Zeng, S Jiang, S Feng, Z Wang… - NeuroImage, 2024 - Elsevier
Resting-state functional magnetic resonance imaging (fMRI) provides an efficient way to
analyze the functional connectivity between brain regions. A comprehensive understanding …

A smart sensor suit (sss) to assess cognitive and physical fatigue with machine learning

A Jaiswal, M Zaki Zadeh, A Hebri… - … Conference on Human …, 2023 - Springer
Fatigue is a loss in cognitive or physical performance due to physiological factors such as
insufficient sleep, long work hours, stress, and physical exertion. It adversely affects the …

Self-supervised pretraining improves the performance of classification of task functional magnetic resonance imaging

C Shi, Y Wang, Y Wu, S Chen, R Hu, M Zhang… - Frontiers in …, 2023 - frontiersin.org
Introduction Decoding brain activities is one of the most popular topics in neuroscience in
recent years. And deep learning has shown high performance in fMRI data classification and …

Mental Fatigue Classification Aided by Machine Learning-Driven Model under the Influence of Foot and Auditory Binaural Beats Brain Massage Via fNIRS

N Haroon, H Jabbar, U Shahbaz, T Jeong… - IEEE …, 2024 - ieeexplore.ieee.org
Fatigue is a feeling of constant exhaustion, burnout, or lack of energy. A very particular state
of fatigue, cognitive fatigue, drastically influences sustained attention and focus. To date …

Investigating the changes in BOLD responses during viewing of images with varied complexity: An fMRI time-series based analysis on human vision

N Kanigiri, M Suggula, D Bhattacharya… - Proceedings of the Third …, 2023 - dl.acm.org
Functional MRI (fMRI) is widely used to examine brain functionality by detecting alteration in
oxygenated blood flow that arises with brain activity. This work aims to investigate the …

Self-Supervised Learning for Functional Brain Networks identification in fMRI from Healthy to Unhealthy Patients

LE Ismaila, P Rasti, JM Lemée… - 2022 16th International …, 2022 - ieeexplore.ieee.org
Resting State Functional Magnetic Resonance Imaging (rs-fMRI) technique is gaining more
attention among medical practitioners because, it allows recognition of functional brain …

An Intelligent Multi-Modal Framework Towards Assessing Human Cognition

A Jaiswal - 2023 - mavmatrix.uta.edu
Cognition is the mental process of acquiring knowledge and understanding through thought,
experience, and senses. Fatigue is a loss in cognitive or physical performance due to …

Machine Learning Application In Neuroscience For Pre-Surgical Brain Tumor Removal Procedure

LE Ismaila - 2023 - theses.hal.science
Brain tumor resection is a critical medical procedure performed by neurosurgeons.
Functional brain areas need to be identified and preserved during the surgery to maintain …