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Adaptive sparse multiple canonical correlation analysis with application to imaging (epi)genomics study of schizophrenia

Finding correlations across multiple data sets in imaging and (epi)genomics is a common challenge. Sparse multiple canonical correlation analysis (SMCCA) is a multivariate model widely used to extract contributing features from each data while maximizing the cross-modality correlation. The model is...

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Bibliografische gegevens
Gepubliceerd in:IEEE Trans Biomed Eng
Hoofdauteurs: Hu, Wenxing, Lin, Dongdong, Cao, Shaolong, Liu, Jingyu, Chen, Jiayu, Calhoun, Vince D., Wang, Yu-Ping
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: 2018
Onderwerpen:
Online toegang:https://ncbi.nlm.nih.gov/pmc/articles/PMC5826588/
https://ncbi.nlm.nih.gov/pubmed/29364120
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/TBME.2017.2771483
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