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...

Description complète

Enregistré dans:
Détails bibliographiques
Auteurs principaux: Jaeho Kim, Yuhyun Park, Seongbeom Park, Hyemin Jang, Hee Jin Kim, Duk L. Na, Hyejoo Lee, Sang Won Seo
Format: article
Langue:EN
Publié: Nature Portfolio 2021
Sujets:
R
Q
Accès en ligne:https://doaj.org/article/274e88d54dd847b39ba40d3d0714f6d1
Tags: Ajouter un tag
Pas de tags, Soyez le premier à ajouter un tag!