PERCLOS-based technologies for detecting drowsiness: current evidence and future directions

T Abe - Sleep Advances, 2023 - academic.oup.com
Drowsiness associated with sleep loss and circadian misalignment is a risk factor for
accidents and human error. The percentage of time that the eyes are more than 80% closed …

Driving ability and predictors for driving performance in multiple sclerosis: a systematic review

S Seddiq Zai, C Heesen, C Buhmann… - Frontiers in …, 2022 - frontiersin.org
Objective To provide an overview of the evidence on driving ability in persons with multiple
sclerosis (PwMS), specifically to (i) study the impact of MS impairment on driving ability and …

Driver drowsiness estimation using EEG signals with a dynamical encoder–decoder modeling framework

S Arefnezhad, J Hamet, A Eichberger, M Frühwirth… - Scientific reports, 2022 - nature.com
Drowsiness is a leading cause of accidents on the road as it negatively affects the driver's
ability to safely operate a vehicle. Neural activity recorded by EEG electrodes is a widely …

Physical therapy exercises for sleep disorders in a rehabilitation setting for neurological patients: a systematic review and meta-analysis

M Tramontano, S De Angelis, G Galeoto, MC Cucinotta… - Brain Sciences, 2021 - mdpi.com
Background: Sleep occupies one-third of human life and is essential for health and for
emotional, physical, and cognitive well-being. Poor or insufficient sleep is associated with a …

An Adaptive Fatigue Detection System Based on 3D CNNs and Ensemble Models

A Sedik, M Marey, H Mostafa - Symmetry, 2023 - mdpi.com
Due to the widespread issue of road accidents, researchers have been drawn to investigate
strategies to prevent them. One major contributing factor to these accidents is driver fatigue …

The multidimensional sleep health of individuals with multiple sclerosis and Huntington's disease and healthy controls

M Turner, M Griffiths, M Laws, S Vial… - Journal of Clinical …, 2024 - jcsm.aasm.org
Study Objectives: Sleep issues are common for people with neurodegenerative conditions,
yet research has focused on specific aspects of sleep. While important, a more holistic …

The relationships between multidimensional sleep health and work productivity in individuals with neurological conditions

M Turner, M Laws, M Griffiths, K Turner… - Journal of Sleep …, 2024 - Wiley Online Library
Numerous studies have reported the negative impacts of poor sleep on work productivity in
the general population. However, despite the known sleep issues that individuals living with …

Disease associations of excessive daytime sleepiness in multiple sclerosis: A prospective study

PV Sguigna, S Toranian, LM Tardo… - Multiple Sclerosis …, 2023 - journals.sagepub.com
Background Excessive daytime sleepiness (EDS) in multiple sclerosis (MS) can be a
significant source of disability. Despite this, its prevalence as a patient-reported outcome in …

Utilizing driving simulators for persons with multiple sclerosis: A scoping review

S Krasniuk, M Knott, R Bagajati, M Azizderouei… - … research part F: traffic …, 2022 - Elsevier
Objective This scoping review synopsized and mapped the evidence on the utility of driving
simulators for drivers with Multiple Sclerosis (MS) including participant characteristics (eg …

Investigating the impact of fatigue level on visual attention of heavy-duty truck driver: An eye tracking study

T Cui, S Chen, Y Ma, X Dong - Journal of Transportation Safety & …, 2024 - Taylor & Francis
Fatigue driving is considered one of the main risk factors leading to truck-involved crashes.
A significant correlation between fatigue driving and visual behavior has been established in …