Interpretable Classification of Early Stage Parkinson's Disease from EEG

no code implementations • 20 Jan 2023 • Amarpal Sahota, Amber Roguski, Matthew W. Jones, Michal Rolinski, Alan Whone, Raul Santos-Rodriguez, Zahraa S. Abdallah

Detecting Parkinson's Disease in its early stages using EEG data presents a significant challenge.

Classification EEG +4

Exploring Motion Boundaries in an End-to-End Network for Vision-based Parkinson's Severity Assessment

no code implementations • 17 Dec 2020 • Amirhossein Dadashzadeh, Alan Whone, Michal Rolinski, Majid Mirmehdi

We evaluate our proposed method on a dataset of 25 PD patients, obtaining 72. 3% and 77. 1% top-1 accuracy on hand movement and gait tasks respectively.