From: Prediction of resistance to chemotherapy in ovarian cancer: a systematic review
Technique | Number of papers |
---|---|
Cox proportional hazards regression | 17 |
Hierarchical clustering | 11 |
Principal components analysis | 8 |
Student’s T test | 7 |
Scoring algorithm | 6 |
Support Vector Machines | 5 |
Correlation coefficients | 5 |
Mann-Whitney U test | 5 |
χ2 test | 5 |
ROC analysis | 5 |
Class prediction | 4 |
Logistic regression | 3 |
Linear regression | 3 |
AIC gene selection | 2 |
Concordance index | 1 |
Pathway interaction networks | 1 |
ANOVA | 1 |
Expression threshold identified | 1 |
Gene set enrichment analysis | 1 |
Linear discriminant analysis | 1 |
ISIS bipartitoning | 1 |
Gaussian mixture modelling | 1 |
Significance analysis of microarrays | 1 |
Ridge regression | 1 |