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Improved detection of Parkinsonian resting tremor with feature engineering and Kalman filtering

OBJECTIVE: Accurate and reliable detection of tremor onset in Parkinson’s disease (PD) is critical to the success of adaptive deep brain stimulation (aDBS) therapy. Here, we investigated the potential use of feature engineering and machine learning methods for more accurate detection of rest tremor...

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Bibliographic Details
Published in:Clin Neurophysiol
Main Authors: Yao, Lin, Brown, Peter, Shoaran, Mahsa
Format: Artigo
Language:Inglês
Published: 2019
Subjects:
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC6927801/
https://ncbi.nlm.nih.gov/pubmed/31744673
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.clinph.2019.09.021
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