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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...
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| Main Authors: | , , , , , , |
|---|---|
| Format: | Artigo |
| Sprog: | Inglês |
| Udgivet: |
2010
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| Fag: | |
| Online adgang: | https://ncbi.nlm.nih.gov/pmc/articles/PMC2951627/ https://ncbi.nlm.nih.gov/pubmed/20879451 |
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