Prediction of tau accumulation in prodromal Alzheimer’s disease using an ensemble machine learning approach

Prediction of tau accumulation in prodromal Alzheimer’s disease using an ensemble machine learning approach

Abstract We developed machine learning (ML) algorithms to predict abnormal tau accumulation among patients with prodromal AD. We recruited 64 patients with prodromal AD using the Alzheimer’s Disease Neuroimaging Initiative (ADNI) dataset. Supervised ML approaches based on the random forest (RF) and...

Descripción completa

Guardado en:
Detalles Bibliográficos
Autores principales: Jaeho Kim, Yuhyun Park, Seongbeom Park, Hyemin Jang, Hee Jin Kim, Duk L. Na, Hyejoo Lee, Sang Won Seo
Formato: article
Lenguaje:EN
Publicado: Nature Portfolio 2021
Materias:
Medicine
R
Science
Q
Acceso en línea:https://doaj.org/article/274e88d54dd847b39ba40d3d0714f6d1
Etiquetas: Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Ejemplares similares