Dynamic changes of RNA-sequencing expression for precision medicine: N-of-1-pathways Mahalanobis distance within pathways of single subjects predicts breast cancer survival.
A. Grant SchisslerVincent GardeuxQike LiIkbel AchourHaiquan LiWalter W. PiegorschYves A. LussierPublished in: Bioinform. (2015)
Keyphrases
- breast cancer
- mahalanobis distance
- survival analysis
- logistic regression
- breast cancer patients
- diagnosis of breast cancer
- breast cancer diagnosis
- noise model
- computer aided diagnosis
- data mining
- covariance matrix
- euclidean distance
- cancer patients
- data sets
- metric learning
- pattern recognition
- support vector
- decision trees
- machine learning