Monitoring brushing behaviors using toothbrush embedded motion-sensors

M Essalat, OHM Padilla, V Shetty, G Pottie - Authorea Preprints, 2023 - techrxiv.org
Dental disease is largely preventable and closely linked to poor toothbrushing behaviors.
Motion-sensors, such as accelerometers, gyroscopes, and magnetometers, allow for mon …

ML-Based Edge Node for Monitoring Peoples' Frailty Status

A Nocera, L Senigagliesi, G Ciattaglia… - Sensors (Basel …, 2024 - pmc.ncbi.nlm.nih.gov
The development of contactless methods to assess the degree of personal hygiene in
elderly people is crucial for detecting frailty and providing early intervention to prevent …

Toothbrushing data and analysis of its potential use in human activity recognition applications: dataset

Z Hussain, D Waterworth, M Aldeer, WE Zhang… - Proceedings of the …, 2020 - dl.acm.org
In this paper, we describe and analyze a time-series dataset from toothbrushing activity
using brush-attached and wearable sensors. The data was collected from 17 participants …

A wearable-based preventive model to promote oral health through personalized notification

M Fahim, V Sharma, TQ Duong - 2022 44th Annual …, 2022 - ieeexplore.ieee.org
Wearable technology has great potential to develop human-centric healthcare applications.
It reshapes our lifestyle by providing information related to physical activities, sleep …

Poster: An Automated Method to Detect Tooth Brushing Activity with Smartwatch Sensors

B Schleter, M Avdonina, R Adhikary… - Proceedings of the …, 2024 - dl.acm.org
Oral diseases affect an estimated 3.5 billion people globally, posing significant health
challenges. According to the World Health Organization (WHO), adopting self-care practices …

Towards Privacy-Preserving Depression Detection: Experiments on Passive Sensor Signal Data

A Yuan, M Xu, H Zhu, S Samtani… - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
Mental health such as depression issues are on an unfortunate rise. Analyzing signals
generated from sensors using machine learning (ML) techniques has shown promise as an …

[图书][B] Time-series Classification for Monitoring Toothbrushing Behavior Using Motion Sensors

M Essalat - 2023 - search.proquest.com
Digital health technologies, such as smart toothbrushes, hold great potential for
unobtrusively monitoring brushing behaviors in home settings by utilizing motion-sensors …

[PDF][PDF] System for Teaching Proper Toothbrushing Techniques using 6DOF Marker Pose Estimation and Machine Learning Methods

D Fedasyuk, O Truba, T Marusenkova - 2024 - ceur-ws.org
A novel approach to synthesizing software systems for teaching toothbrushing techniques is
proposed. This approach leverages augmented reality technology and machine learning …

[PDF][PDF] Jaw Movement Analysis using IMU Devices With a Dental Therapy Approach

A Moazzam, A Poghosyan, A Vardanyan - researchgate.net
Our aim is to demonstrate our prototype for analyzing jaw motions, which makes use of a
small inertial measurement unit, is a technique that is dependable and practical for …