A weighting approach for judging the effect of patient strata on high-dimensional risk prediction signatures.
Veronika WeyerHarald BinderPublished in: BMC Bioinform. (2015)
Keyphrases
- high dimensional
- prediction accuracy
- prediction algorithm
- prediction model
- dimensionality reduction
- sparse data
- clinical data
- high dimensionality
- similarity search
- low dimensional
- decision making
- high risk
- feature space
- patient data
- metric space
- risk factors
- medical data
- medical experts
- weighting scheme
- medical treatment
- noisy data
- risk assessment
- prediction error
- data sets
- microarray data
- gene expression data
- decision makers
- knn
- information systems
- information retrieval