Semi-Supervised Multimodal Relevance Vector Regression Improves Cognitive Performance Estimation from Imaging and Biological Biomarkers.
Bo ChengDaoqiang ZhangSongcan ChenDaniel KauferDinggang ShenPublished in: Neuroinformatics (2013)
Keyphrases
- semi supervised
- microscopy imaging
- regression algorithm
- biologically meaningful
- ordinary least squares
- image processing
- regression model
- semi supervised learning
- labeled data
- nonparametric regression
- semi parametric
- unlabeled data
- information retrieval
- supervised learning
- pairwise
- model selection
- biomarker discovery
- cognitive science
- image analysis
- biological data
- imaging systems
- estimation problems
- high resolution
- support vector
- data acquisition
- linear regression
- machine learning
- gene expression analysis
- gene sets
- active learning
- biological networks
- computational models
- breast cancer
- vector space
- medical imaging
- least squares