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A Multi-layer Gaussian Process for Motor Symptom Estimation in People with Parkinson's Disease
2019
IEEE Transactions on Biomedical Engineering
The assessment of Parkinson's disease (PD) poses a significant challenge, as it is influenced by various factors that lead to a complex and fluctuating symptom manifestation. Thus, a frequent and objective PD assessment is highly valuable for effective health management of people with Parkinson's disease (PwP). Here, we propose a method for monitoring PwP by stochastically modeling the relationships between wrist movements during unscripted daily activities and corresponding annotations about
doi:10.1109/tbme.2019.2900002
pmid:30794163
fatcat:uueyb4fh3reybbzl4nk24u5lpq