Machine Learning-Based Automatic Rating for Cardinal Symptoms of Parkinson Disease.

Kye Won ParkEun-Jae LeeJun Seong LeeJinhoon JeongNari ChoiSungyang JoMina JungJa Yeon DoDong-Wha KangJune-Goo LeeSun Ju Chung

Published in: Neurology (2021)

This study provides Class II evidence that machine learning-based automated rating of resting tremor and bradykinesia in people with PD has very good reliability compared to a rating by a movement disorder specialist.

Keyphrases

machine learning
parkinson disease
deep brain stimulation
deep learning
artificial intelligence
big data
psychometric properties
heart rate
palliative care
sleep quality
depressive symptoms
physical activity