Visualization of Patient Samples by Dimensionality Reduction of Genome-Wide Measurements.
Huilei XuAvi Ma'ayanPublished in: USAB (2011)
Keyphrases
- genome wide
- dimensionality reduction
- high throughput
- virtual colonoscopy
- human genome
- dna copy number
- high dimensional
- low dimensional
- principal component analysis
- microarray
- training samples
- feature extraction
- data analysis
- data sets
- high dimensional data
- differential expression
- transcription factors
- high dimensionality
- gene function
- feature selection
- clinical workflow
- feature space
- linear discriminant analysis
- data points
- gene gene interactions
- training set
- real time
- high throughput sequencing
- high speed
- data acquisition
- systems biology
- data processing
- complex diseases