Hand Resting Tremor Assessment of Healthy and Patients With Parkinson’s Disease: An Exploratory Machine Learning Study
Ana Camila Alves de Araújo, Enzo Gabriel Rocha Santos, Karina Santos Guedes de Sá, Viviane Kharine Teixeira Furtado, Felipe Augusto Folha Santos, Ramon Costa de Lima, Lane Viana Krejčová, Bruno Lopes Santos‐Lobato, Gustavo Pinto, André dos Santos Cabral, Anderson Belgamo, Bianca Callegari, Ana Francisca Rozin Kleiner, Anselmo de Athayde Costa e Silva, Givago da Silva Souza
Abstract
NN was the best algorithm to classify hand resting tremor in patients with PD.
Topics & Concepts
Naive Bayes classifierSupport vector machineRandom forestArtificial intelligenceQuadratic classifierLinear discriminant analysisLogistic regressionPattern recognition (psychology)KurtosisMathematicsComputer scienceStatisticsMachine learningParkinson's Disease Mechanisms and TreatmentsNeurological disorders and treatmentsBotulinum Toxin and Related Neurological Disorders