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Network-Guided Sparse Learning for Predicting Cognitive Outcomes from MRI Measures

Alzheimer’s disease (AD) is characterized by gradual neurodegeneration and loss of brain function, especially for memory during early stages. Regression analysis has been widely applied to AD research to relate clinical and biomarker data such as predicting cognitive outcomes from MRI measures. In p...

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書誌詳細
出版年:Multimodal Brain Image Anal (2013)
主要な著者: Yan, Jingwen, Huang, Heng, Risacher, Shannon L., Kim, Sungeun, Inlow, Mark, Moore, Jason H., Saykin, Andrew J., Shen, Li
フォーマット: Artigo
言語:Inglês
出版事項: 2013
主題:
オンライン・アクセス:https://ncbi.nlm.nih.gov/pmc/articles/PMC4410781/
https://ncbi.nlm.nih.gov/pubmed/25927078
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-319-02126-3_20
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