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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Shranjeno v:
Bibliografske podrobnosti
izdano v:Front Bioeng Biotechnol
Main Authors: 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
Format: Artigo
Jezik:Inglês
Izdano: Frontiers Media S.A. 2020
Teme:
Bioengineering and Biotechnology
Online dostop: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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