Gaussian process regression for survival time prediction with genome-wide gene expression
Gaussian process regression for survival time prediction with genome-wide gene expression
Predicting the survival time of a cancer patient based on his/her genome-wide gene expression remains a challenging problem. For certain types of cancer, the effects of gene expression on survival are both weak and abundant, so identifying non-zero effects with reasonable accuracy is difficult. As an alternative to methods that …