Abbreviated MDS-UPDRS for Remote Monitoring in PD Identified Using Exhaustive Computational Search

Table 1

Items contained within the subsets that rank highest, by explained variance score on the training dataset, while adhering (“remote”) or not adhering (“any-item”) to the remote assessment constraints defined in Section 2.3. These subsets share four of the same items, and both correspond to the same core aspects of Parkinson’s disease; movement of upper limbs (3.4 or 3.5) and lower limbs (3.9 or 3.7), tremor (2.10), axial (2.12 or 3.13), speech/facial muscles (3.2 or 2.1), activities of daily living (2.5), fatigue (1.13), and time in Off (4.3).

Remote subset	Any-item subset
(1.13) fatigue	(1.13) fatigue
(2.5) dressing	(2.1) speech
(2.10) tremor	(2.5) dressing
(2.12) walking and balance	(2.10) tremor
(3.2) facial movement	(3.5) hand movement
(3.4) finger tapping	(3.7) toe tapping
(3.9) arising from chair	(3.13) posture
(4.3) time spent in the off state	(4.3) time spent in the off state