Fig. 7.

Prediction of UPDRS III using selected mean dynamic connectivity (MDC) and connectivity deviation (CD) as features. (a). The frequency of selected features using leave one subject out LASSO. (b). The prediction of UPDRS III with two mean dynamic connectivity features and six dynamic deviation features using leave one subject out simple regression. LP and RP represent the left putamen and right putamen respectively. For ROI names, L and R represent left hemisphere and right hemisphere respectively. Ctx represents cortex. rMDS-UPDRS-III means the effects of age, disease duration and LEDD have been regressed out from UPDRS III score.