Detection of mild cognitive impairment using various types of gait tests and machine learning

M Seifallahi, JE Galvin, B Ghoraani - Frontiers in neurology, 2024 - frontiersin.org
Introduction Alzheimer's disease and related disorders (ADRD) progressively impair
cognitive function, prompting the need for early detection to mitigate its impact. Mild …

Enhancing road safety: In-vehicle sensor analysis of cognitive impairment in older drivers

MT Jan, B Furht, S Moshfeghi, J Jang… - Multimedia Tools and …, 2024 - Springer
With the ongoing expansion of the aging population, it is increasingly critical to prioritize the
safety of older drivers. The objective of this study is to utilize sensor data in order to detect …

Automated patient localization in challenging hospital environments

MT Jan, C Garbin, J Ruetschi, O Marques… - Multimedia Tools and …, 2024 - Springer
Telehealth adoption accelerated in the past few years. Telehealth can be offered via simple
video consultations or in more complex environments with doctors remotely assisting an …

Artificial intelligence abnormal driving behavior detection for mitigating traffic accidents

Y Takefuji, M Tano, M Shigehara, S Sato - Computers & Industrial …, 2024 - Elsevier
Annually, a tragic toll of 1.3 million lives is lost on roads across the globe, with tens of
millions more suffering injuries or disabilities. The necessity for precise detection of …

Spatial Deep Learning Approach to Older Driver Classification

C Boateng, SGA Ghoreishi, K Yang, MT Jan… - IEEE …, 2024 - ieeexplore.ieee.org
Given telemetry datasets (eg, GPS location, speed, direction, distance.), the Older Driver
Classification (ODC) problem identifies two groups of drivers: normal and abnormal. The …

[HTML][HTML] Recognition of carrier-based aircraft flight deck operations based on dynamic graph

GUO **ngyu, LI Jiaxin, W Hua, GUO Xuekun… - Chinese Journal of …, 2024 - Elsevier
Accurate recognition of flight deck operations for carrier-based aircraft, based on operation
trajectories, is critical for optimizing carrier-based aircraft performance. This recognition …

[HTML][HTML] Mamba vision models: Automated American sign language recognition

AS Altaher, C Bang, B Alsharif, A Altaher, M Alanazi… - Franklin Open, 2025 - Elsevier
Historically, individuals with hearing impairments have faced significant challenges in
effective communication due to the lack of adequate resources. Recent technological …

Pattern Mining of Older Drivers' Driving Behavior Through Telematics-data-driven Unsupervised Learning

S Moshfeghi, J Jang - Authorea Preprints, 2024 - techrxiv.org
The risk of older drivers' involvement in accidents increases with age, and the damages that
they get from crashes are more irreparable than middleaged drivers. The current study uses …