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Multi-Task Sparse Canonical Correlation Analysis with Application to Multi-Modal Brain Imaging Genetics
Brain imaging genetics studies the genetic basis of brain structures and functionalities via integrating genotypic data such as single nucleotide polymorphisms (SNPs) and imaging quantitative traits (QTs). In this area, both multi-task learning (MTL) and sparse canonical correlation analysis (SCCA)...
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| Veröffentlicht in: | IEEE/ACM Trans Comput Biol Bioinform |
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| Hauptverfasser: | , , , , , , , |
| Format: | Artigo |
| Sprache: | Inglês |
| Veröffentlicht: |
2021
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| Schlagworte: | |
| Online Zugang: | https://ncbi.nlm.nih.gov/pmc/articles/PMC7156329/ https://ncbi.nlm.nih.gov/pubmed/31634139 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/TCBB.2019.2947428 |
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