Detecting Parkinson Disease Using a Web-Based Speech Task: Observational Study.

Wasifur Rahman Sangwu Lee Md Saiful Islam Victor Nikhil Antony Harshil Ratnu Mohammad Rafayet Ali Abdullah Al Mamun Ellen S Wagner Stella Jensen-Roberts Emma M Waddell Taylor L Myers Meghan E Pawlik Julia M Soto Madeleine Coffey Aayush Sarkar Ruth B Schneider Christopher Tarolli Karlo J Lizarraga Jamie L Adams Max A Little Earl Ray Dorsey Ehsan Hoque

Published in: Journal of medical Internet research (2021)

Our model performed equally well on data collected in a controlled laboratory environment and in the wild across different gender and age groups. Using this tool, we can collect data from almost anyone anywhere with an audio-enabled device and help the participants screen for PD remotely, contributing to equity and access in neurological care.

Keyphrases

parkinson disease
deep brain stimulation
electronic health record
healthcare
big data
palliative care
high throughput
quality improvement
data analysis
public health
pain management
global health
single cell
affordable care act