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Semi-Supervised Pattern Classification: Application to Structural MRI of Alzheimer’s Disease
This paper presents an image-based classification method, and applies it to classification of brain MRI scans of individuals with Mild Cognitive Impairment (MCI). The high dimensionality of the image data is reduced using nonlinear manifold learning techniques, thereby yielding a low-dimensional emb...
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| Publicado no: | Int Workshop Pattern Recognit Neuroimaging |
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| Main Authors: | , , |
| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
2011
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| Assuntos: | |
| Acesso em linha: | https://ncbi.nlm.nih.gov/pmc/articles/PMC5462114/ https://ncbi.nlm.nih.gov/pubmed/28603748 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/PRNI.2011.12 |
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