Integrative cancer patient stratification via subspace merging.
Hao DingMichael SharpnackChao WangKun HuangRaghu MachirajuPublished in: Bioinform. (2019)
Keyphrases
- cancer patients
- normal tissue
- ionizing radiation
- disease progression
- breast cancer
- clinical data
- patient data
- low dimensional
- early detection
- prostate cancer
- clinical information
- feature space
- dimensionality reduction
- linear subspace
- medical data
- principal component analysis
- high dimensional data
- lower dimensional
- breast cancer patients
- radiation dose
- high dimensional
- medical records
- subspace clustering
- subspace learning
- principal components
- radiation therapy
- electronic health records
- clinical practice
- clinical trials
- gene selection
- linear discriminant analysis
- medical treatment
- decision support system
- medical experts
- cancer classification
- medical knowledge
- heart rate
- treatment plan
- feature extraction
- radiotherapy treatment