Supervised Regularized Canonical Correlation Analysis: integrating histologic and proteomic measurements for predicting biochemical recurrence following prostate surgery.
Abhishek GolugulaGeorge LeeStephen R. MasterMichael D. FeldmanJohn TomaszewskiDavid W. SpeicherAnant MadabhushiPublished in: BMC Bioinform. (2011)
Keyphrases
- canonical correlation analysis
- nonlinear kernel
- least squares
- canonical correlations
- multivariate statistical
- learning algorithm
- partial least squares
- image guided
- prostate cancer
- equivalence relationship
- semi supervised
- intraoperative
- feature selection
- supervised learning
- unsupervised learning
- robot assisted
- data sets
- multi class
- pairwise
- pattern recognition
- machine learning