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High Dimensional Classification of Structural MRI Alzheimer’s Disease Data Based on Large Scale Regularization
In this work we use a large scale regularization approach based on penalized logistic regression to automatically classify structural MRI images (sMRI) according to cognitive status. Its performance is illustrated using sMRI data from the Alzheimer Disease Neuroimaging Initiative (ADNI) clinical dat...
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| Asıl Yazarlar: | , , , , , , |
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| Materyal Türü: | Artigo |
| Dil: | Inglês |
| Baskı/Yayın Bilgisi: |
Frontiers Research Foundation
2011
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| Konular: | |
| Online Erişim: | https://ncbi.nlm.nih.gov/pmc/articles/PMC3193072/ https://ncbi.nlm.nih.gov/pubmed/22016732 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fninf.2011.00022 |
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