Identification and Classification of Parkinsonian and Essential Tremors for Diagnosis Using Machine Learning Algorithms

Due to overlapping tremor features, the medical diagnosis of Parkinson’s disease (PD) and essential tremor (ET) mainly relies on the clinical experience of doctors, which often leads to misdiagnosis. Seven predictive models using machine learning algorithms including random forest (RF), eXtreme Grad...

Descripción completa

Detalles Bibliográficos
Autores principales: Xing, Xupo, Luo, Ningdi, Li, Shun, Zhou, Liche, Song, Chengli, Liu, Jun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Neuroscience
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8978337/
https://www.ncbi.nlm.nih.gov/pubmed/35386595
http://dx.doi.org/10.3389/fnins.2022.701632

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8978337/
https://www.ncbi.nlm.nih.gov/pubmed/35386595
http://dx.doi.org/10.3389/fnins.2022.701632

Ejemplares similares