Hand Resting Tremor Assessment of Healthy and Patients With Parkinson’s Disease: An Exploratory Machine Learning Study

The aim of this study is comparing the accuracies of machine learning algorithms to classify data concerning healthy subjects and patients with Parkinson’s Disease (PD), toward different time window lengths and a number of features. Thirty-two healthy subjects and eighteen patients with PD took part...

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Vydáno v:Front Bioeng Biotechnol
Hlavní autoři: de Araújo, Ana Camila Alves, Santos, Enzo Gabriel da Rocha, de Sá, Karina Santos Guedes, Furtado, Viviane Kharine Teixeira, Santos, Felipe Augusto, de Lima, Ramon Costa, Krejcová, Lane Viana, Santos-Lobato, Bruno Lopes, Pinto, Gustavo Henrique Lima, Cabral, André dos Santos, Belgamo, Anderson, Callegari, Bianca, Kleiner, Ana Francisca Rozin, Costa e Silva, Anselmo de Athayde, Souza, Givago da Silva
Médium: Artigo
Jazyk:Inglês
Vydáno: Frontiers Media S.A. 2020
Témata:
Bioengineering and Biotechnology
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC7381229/
https://ncbi.nlm.nih.gov/pubmed/32766223
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fbioe.2020.00778
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