A Markerless 2D Video, Facial Feature Recognition-Based, Artificial Intelligence Model to Assist With Screening for Parkinson Disease: Development and Usability Study.

Xinyao Hou Yu Zhang Yanping Wang Xinyi Wang Jia Hao Zhao Xiaobo Zhu Jianbo Su

Published in: Journal of medical Internet research (2021)

PD patients commonly exhibit masked facial features. Videos of a facial feature recognition-based AI model can provide a valuable tool to assist with PD diagnosis and the potential of realizing remote monitoring of the patient's condition, especially during the COVID-19 pandemic.

Keyphrases

artificial intelligence
machine learning
parkinson disease
deep learning
big data
end stage renal disease
soft tissue
deep brain stimulation
newly diagnosed
ejection fraction
prognostic factors
peritoneal dialysis
healthcare
case report
risk assessment
health information
neural network
human health