Supervised Regularized Canonical Correlation Analysis: integrating histologic and proteomic measurements for predicting biochemical recurrence following prostate surgery

<p>Abstract</p> <p>Background</p> <p>Multimodal data, especially imaging and non-imaging data, is being routinely acquired in the context of disease diagnostics; however, computational challenges have limited the ability to quantitatively integrate imaging and non-imagi...

Full description

Bibliographic Details
Main Authors: Golugula Abhishek, Lee George, Master Stephen R, Feldman Michael D, Tomaszewski John E, Speicher David W, Madabhushi Anant
Format: Article
Language:English
Published: BMC 2011-12-01
Series:BMC Bioinformatics
Online Access:http://www.biomedcentral.com/1471-2105/12/483