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...

Full description

Saved in:
Bibliographic Details
Main Authors: Jaeho Kim, Yuhyun Park, Seongbeom Park, Hyemin Jang, Hee Jin Kim, Duk L. Na, Hyejoo Lee, Sang Won Seo
Format: article
Language:EN
Published: Nature Portfolio 2021
Subjects:
Medicine
R
Science
Q
Online Access:https://doaj.org/article/274e88d54dd847b39ba40d3d0714f6d1
Tags: Add Tag
No Tags, Be the first to tag this record!

Internet

https://doaj.org/article/274e88d54dd847b39ba40d3d0714f6d1

Similar Items