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. 2017 Oct 6;11:555. doi: 10.3389/fnins.2017.00555

Table 7.

Papers about rigidity, arms swing and leg agility analysis.

References Symptom Tech Sensors place Rec. freq Experimental design Subjects Feature extracted Analysis / classifiers Classifier performance or findings
Rissanen et al., 2009 RIGIDITY ACC, EMG Wrists 1,000 Hz To flex and extend both the elbows vertically and freely in 2-s cycles with the palms up (1 s flexion and 1 s extension) 49 PwPD, 59 HC %REC, sample entropy, power of ACC, max power of all wavelet coefficients t-Test, KW; Spearman correlation Correlation (p < 0.01, R = −0.443) between the first PCs and total UPDRS motor scores in flexion. 73% sens., 82% spec. for flexion, 80% sens., 87% spec. for extension movements