Sparse Bayesian Learning for Identifying Imaging Biomarkers in AD Prediction

We apply sparse Bayesian learning methods, automatic relevance determination (ARD) and predictive ARD (PARD), to Alzheimer’s disease (AD) classification to make accurate prediction and identify critical imaging markers relevant to AD at the same time. ARD is one of the most successful Bayesian featu...

Celý popis

Uloženo v:
Podrobná bibliografie
Hlavní autoři: Shen, Li, Qi, Yuan, Kim, Sungeun, Nho, Kwangsik, Wan, Jing, Risacher, Shannon L., Saykin, Andrew J.
Médium: Artigo
Jazyk:Inglês
Vydáno: 2010
Témata:
Article
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC2951627/
https://ncbi.nlm.nih.gov/pubmed/20879451
Tagy: Přidat tag
Žádné tagy, Buďte první, kdo otaguje tento záznam!

Podobné jednotky