Surrogate-assisted feature extraction for high-throughput phenotyping.
Sheng YuAbhishek ChakraborttyKatherine P. LiaoTianrun A. CaiAshwin N. AnanthakrishnanVivian S. GainerSusanne E. ChurchillPeter SzolovitsShawn N. MurphyIsaac S. KohaneTianxi CaiPublished in: J. Am. Medical Informatics Assoc. (2017)
Keyphrases
- high throughput
- feature extraction
- microarray
- genome wide
- systems biology
- biological data
- feature vectors
- data acquisition
- discriminant analysis
- principal component analysis
- feature selection
- genomic data
- low latency
- protein protein interactions
- dimension reduction
- feature space
- image processing
- pattern recognition
- face recognition
- gene expression
- pattern classification
- dimensionality reduction
- mass spectrometry
- data sets
- proteomic data
- dna sequencing