machine learning

Which features of postural sway are effective in distinguishing Parkinson's disease from controls? A systematic review

Background: Postural sway may be useful as an objective measure of Parkinson's disease (PD). Existing studies have analyzed many different features of sway using different experimental paradigms. We aimed to determine what features have been used to …

Robust feature engineering for Parkinson disease diagnosis: New machine learning techniques

Background: Parkinson disease (PD) is a common neurodegenerative disorder that affects between 7 and 10 million people worldwide. No objective test for PD currently exists, and studies suggest misdiagnosis rates of up to 34%. Machine learning (ML) …