Transcriptome-Guided Imaging Genetic Analysis via a Novel Sparse CCA Algorithm.
Kefei LiuXiaohui YaoJingwen YanDanai ChasiotiShannon L. RisacherKwangsik NhoAndrew J. SaykinLi ShenPublished in: GRAIL/MFCA/MICGen@MICCAI (2017)
Keyphrases
- experimental evaluation
- dynamic programming
- times faster
- worst case
- k means
- detection algorithm
- optimization algorithm
- computational cost
- image analysis
- np hard
- learning algorithm
- canonical correlation analysis
- cost function
- preprocessing
- significant improvement
- dimensionality reduction
- imaging process
- image processing
- similarity measure
- high accuracy
- objective function
- search algorithm
- data analysis
- search space
- linear programming
- particle swarm optimization
- computational complexity
- computer vision
- recognition algorithm
- genetic algorithm