DSet Touchscreen typing-pattern analysis for detecting fne motor skills decline in early-stage Parkinson’s disease
D. Iakovakis, S. Hadjidimitriou, V. Charisis, S. Bostantzopoulou, Z. Katsarou, Leontios J. Hadjileontiadis
A machine learning classifier to automatically detect motor impariment in patients with Parkinson's disease is constructed using a dataset collected by recording touchscreen keystrokes in a clinical setting. The collection protocol includes a typing experiment of multiple text excerpts on smartphones and a clinical evaluation of Early PD patients and healthy controls.
Tags:
Parkinson's diseaseParkinsons