Table 1 Demographics and symptom information for the PD patient (PD) and Healthy Control (HC) populations of the two datasets (SData and GData) used in our experiments. Reported symptom scores include UPDRS items 16 (tremor self-report), 20 (hand rest tremor), 21 (hand action tremor), 22 (hand rigidity), 23 (finger tapping) and 31 (body bradykinesia), as well as the sum of all UPDRS part-III items. Scores for UPDRS 20–23 refer to the sum of both hand scores. UPDRS scores are not available for the GData set, as the GData subjects did not undergo a medical examination. The age corrected GData column contains the demographics of a typical random GData subset, sampled in such a way that the mean age of the HC population lies within ± 2.5 years of the mean age of the PD population (note: the maximum value of 12 in the total UPDRS-III score in the Healthy Control population is caused by a subject that exhibits arthrosis and other problems unrelated to PD.) LEDD stands for Levodopa Equivalent Daily Dose.

From: Unobtrusive detection of Parkinson’s disease from multi-modal and in-the-wild sensor data using deep learning techniques