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Predicting Cognitive Data from Medical Images Using Sparse Linear Regression

We present a new framework for predicting cognitive or other continuous-variable data from medical images. Current methods of probing the connection between medical images and other clinical data typically use voxel-based mass univariate approaches. These approaches do not take into account the mult...

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發表在:Inf Process Med Imaging
Main Authors: Kandel, Benjamin M., Wolk, David A., Gee, James C., Avants, Brian
格式: Artigo
語言:Inglês
出版: 2013
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在線閱讀:https://ncbi.nlm.nih.gov/pmc/articles/PMC4603981/
https://ncbi.nlm.nih.gov/pubmed/24683960
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