Deep Subspace Similarity Fusion for the Prediction of Cancer Subtypes.
Bo YangShuhui LiuShanmin PangChenpai PangXuequn ShangPublished in: BIBM (2018)
Keyphrases
- breast cancer
- prediction accuracy
- outcome prediction
- cancer diagnosis
- similarity measure
- prediction error
- data fusion
- bladder cancer
- gene expression profiles
- prediction model
- feature extraction
- distance function
- artificial neural networks
- similarity function
- semantic similarity
- information fusion
- feature space
- match scores
- multiresolution
- subspace learning
- gene selection
- principal component analysis
- dimensionality reduction
- high dimensional data
- principal components
- distance measure
- data sets
- euclidean distance
- low dimensional