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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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Detalhes bibliográficos
Publicado no:Clin Neurophysiol
Main Authors: Yao, Lin, Brown, Peter, Shoaran, Mahsa
Formato: Artigo
Idioma:Inglês
Publicado em: 2019
Assuntos:
Acesso em linha: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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