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The objective of this pilot work is to identify characteristics and measure severity of motor fluctuations in patients with Parkinson's disease (PD) based on wearable sensor data. Improved methods of assessing longitudinal changes in PD would enable optimization of treatment and maximization of patient function. We hypothesize that motor fluctuations accompanying late-stage PD present with predictable...
Stroke disables many older adults each year. This disease impairs the motor functions of survivors, and rehabilitation intervention is a critical part of recovery. Quantitative assessment techniques could be a valuable guide to this intervention. In this study, we propose the use of linear and nonlinear features to assess subjects after a stroke with upper limb motor impairment These features capture...
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