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Machine learning aided classification of tremor in multiple sclerosis

Summary: Background: Tremors are frequent and disabling in people with multiple sclerosis (MS). Characteristic tremor frequencies in MS have a broad distribution range (1–10 Hz), which confounds the diagnostic from other forms of tremors. In this study, we propose a classification method for distin...

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Wedi'i Gadw mewn:
Prif Awduron: Abdulnasir Hossen, Abdul Rauf Anwar, Nabin Koirala, Hao Ding, Dmitry Budker, Arne Wickenbrock, Ulrich Heute, Günther Deuschl, Sergiu Groppa, Muthuraman Muthuraman
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: Elsevier 2022-08-01
Cyfres:EBioMedicine
Pynciau:
Multiple sclerosis tremor
Essential tremor
Parkinson's disease tremor
Electromyogram
Accelerometer
Mynediad Ar-lein:http://www.sciencedirect.com/science/article/pii/S2352396422003334
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