Pose-based tremor type and level analysis for Parkinson's disease from video.

Haozheng Zhang Edmond S L Ho Francis Xiatian Zhang Silvia Del Din Hubert P H Shum

Published in: International journal of computer assisted radiology and surgery (2024)

Our system offers a cost-effective PT classification and tremor severity estimation results as warning signs of PD for undiagnosed patients with PT symptoms. In addition, it provides a potential solution for supporting PD diagnosis in regions with limited clinical resources.

Keyphrases

deep brain stimulation
parkinson disease
machine learning
deep learning
human health
depressive symptoms
physical activity
data analysis