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Identifying disease sensitive and quantitative trait-relevant biomarkers from multidimensional heterogeneous imaging genetics data via sparse multimodal multitask learning.

Hua WangFeiping NieHeng HuangShannon L. RisacherAndrew J. SaykinLi Shen
Published in: Bioinform. (2012)
Keyphrases
  • data sets
  • multitask learning
  • training data
  • data points
  • missing data
  • gaussian processes
  • high resolution
  • active learning
  • graph cuts
  • prior information
  • incomplete data