A survey of human gait-based artificial intelligence applications

EJ Harris, IH Khoo, E Demircan - Frontiers in Robotics and AI, 2022 - frontiersin.org
We performed an electronic database search of published works from 2012 to mid-2021 that
focus on human gait studies and apply machine learning techniques. We identified six key …

Opportunities for smartphone sensing in e-health research: a narrative review

P Kulkarni, R Kirkham, R McNaney - Sensors, 2022 - mdpi.com
Recent years have seen significant advances in the sensing capabilities of smartphones,
enabling them to collect rich contextual information such as location, device usage, and …

Mobile phone sensor-based detection of subjective cannabis intoxication in young adults: A feasibility study in real-world settings

SW Bae, T Chung, R Islam, B Suffoletto, J Du… - Drug and alcohol …, 2021 - Elsevier
Background Given possible impairment in psychomotor functioning related to acute
cannabis intoxication, we explored whether smartphone-based sensors (eg, accelerometer) …

Value Prediction for Spatiotemporal Gait Data Using Deep Learning

R Cavanagh, J Trajkovic, W Zhang, I Khoo… - arXiv preprint arXiv …, 2024 - arxiv.org
Human gait has been commonly used for the diagnosis and evaluation of medical
conditions and for monitoring the progress during treatment and rehabilitation. The use of …

[HTML][HTML] Using a Smartwatch App to Understand Young Adult Substance Use: Mixed Methods Feasibility Study

S Kunchay, AN Linden-Carmichael… - JMIR Human …, 2024 - humanfactors.jmir.org
Background Young adults in the United States exhibit some of the highest rates of substance
use compared to other age groups. Heavy and frequent substance use can be associated …

[HTML][HTML] Enhancing Interpretable, Transparent, and Unobtrusive Detection of Acute Marijuana Intoxication in Natural Environments: Harnessing Smart Devices and …

SW Bae, T Chung, T Zhang, AK Dey, R Islam - JMIR AI, 2025 - ai.jmir.org
Background: Acute marijuana intoxication can impair motor skills and cognitive functions
such as attention and information processing. However, traditional tests, like blood, urine …

Fine-grained intoxicated gait classification using a bilinear CNN

R Li, E Agu, A Sarwar, K Grimone… - IEEE sensors …, 2023 - ieeexplore.ieee.org
Consuming excessive amounts of alcohol causes impaired mobility and judgment and
driving accidents, resulting in more than 800 injuries and fatalities each day. Passive …

A smart energy-efficient hybrid gait monitoring system

E Harris - 2024 - search.proquest.com
Triboelectric nanogenerators are devices that harvest mechanical energy from the
environment and turn it into electricity. By coupling the effect of contact electrification and …

[PDF][PDF] Mohammad Rahul Islam Submitted to: JMIR AI on: August 29, 2023

SW Bae, T Chung, T Zhang, M Ozolcer, AK Dey - researchgate.net
Background: Acute marijuana intoxication can impair motor skills and cognitive functions
(eg, attention, information processing). However, existing tools (eg, blood, urine, saliva tests) …

[PDF][PDF] JANE METRIK, Ph. D.

P TRAINING - 2013 - vivo.brown.edu
2. Waddell, JT, Corbin, WR, Grimm, KJ, Metrik, J, Lee, CM, Trull, TJ.(2023). Dynamic
relations among simultaneous alcohol and cannabis use, subjective responses, and …