Machine learning for multimodal mental health detection: a systematic review of passive sensing approaches

LS Khoo, MK Lim, CY Chong, R McNaney - Sensors, 2024 - mdpi.com
As mental health (MH) disorders become increasingly prevalent, their multifaceted
symptoms and comorbidities with other conditions introduce complexity to diagnosis, posing …

Shifting from active to passive monitoring of Alzheimer disease: the state of the research

Z Popp, S Low, A Igwe, MS Rahman… - Journal of the …, 2024 - Am Heart Assoc
Most research using digital technologies builds on existing methods for staff‐administered
evaluation, requiring a large investment of time, effort, and resources. Widespread use of …

A multimodal dataset of real world mobility activities in Parkinson's disease

C Morgan, EL Tonkin, A Masullo, F Jovan, A Sikdar… - Scientific data, 2023 - nature.com
Parkinson's disease (PD) is a neurodegenerative disorder characterised by motor symptoms
such as gait dysfunction and postural instability. Technological tools to continuously monitor …

Automated real-world video analysis of sit-to-stand transitions predicts parkinson's disease severity

C Morgan, A Masullo, M Mirmehdi, HK Isotalus… - Digital …, 2023 - karger.com
Introduction: Technology holds the potential to track disease progression and response to
neuroprotective therapies in Parkinson's disease (PD). The sit-to-stand (STS) transition is a …

[HTML][HTML] Understanding how people with Parkinson's disease turn in gait from a real-world in-home dataset

C Morgan, J Jameson, I Craddock, EL Tonkin… - Parkinsonism & Related …, 2022 - Elsevier
Introduction Turning in gait digital parameters may be useful in measuring disease
progression in Parkinson's disease (PD), however challenges remain over algorithm …

The challenges and opportunities for remotely evaluating movement disorders

L Rochester, S Del Din, MT Hu, C Morgan… - International Review of …, 2023 - Elsevier
Digital health technologies (DHT) such as wearables, mobile devices and home-based
sensing systems are poised to deliver precise, convenient, remote monitoring solutions to …

Concevoir des messages personnalisés et offrir des ressources pour les personnes vivant avec la maladie de Parkinson: la perspective de professionnels de la santé

E Poitras - 2023 - ruor.uottawa.ca
Afin de soutenir le processus d'autogestion des personnes vivant avec la maladie de
Parkinson qui tentent de mieux prendre en charge leur maladie et de maintenir une qualité …