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Latent feature representation with stacked auto-encoder for AD/MCI diagnosis

Recently, there have been great interests for computer-aided diagnosis of Alzheimer’s disease (AD) and its prodromal stage, mild cognitive impairment (MCI). Unlike the previous methods that considered simple low-level features such as gray matter tissue volumes from MRI, and mean signal intensities...

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Autors principals: Suk, Heung-Il, Lee, Seong-Whan, Shen, Dinggang
Format: Artigo
Idioma:Inglês
Publicat: 2013
Matèries:
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC4065852/
https://ncbi.nlm.nih.gov/pubmed/24363140
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s00429-013-0687-3
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