DIAGNOSIS STATUS GUIDED BRAIN IMAGING GENETICS VIA INTEGRATED REGRESSION AND SPARSE CANONICAL CORRELATION ANALYSIS

Brain imaging genetics use the imaging quantitative traits (QTs) as intermediate endophenotypes to identify the genetic basis of the brain structure, function and abnormality. The regression and canonical correlation analysis (CCA) coupled with sparsity regularization are widely used in imaging gene...

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Gepubliceerd in:Proc IEEE Int Symp Biomed Imaging
Hoofdauteurs: Du, Lei, Liu, Kefei, Yao, Xiaohui, Risacher, Shannon L., Guo, Lei, Saykin, Andrew J., Shen, Li
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: 2019
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Online toegang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6914314/
https://ncbi.nlm.nih.gov/pubmed/31844486
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/ISBI.2019.8759489
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