Toward high-throughput phenotyping: unbiased automated feature extraction and selection from knowledge sources.
Sheng YuKatherine P. LiaoStanley Y. ShawVivian S. GainerSusanne E. ChurchillPeter SzolovitsShawn N. MurphyIsaac S. KohaneTianxi CaiPublished in: J. Am. Medical Informatics Assoc. (2015)
Keyphrases
- high throughput
- knowledge sources
- feature extraction and selection
- genome wide
- microarray
- systems biology
- pattern recognition
- knowledge based systems
- blackboard architecture
- cultural algorithms
- biological data
- domain specific
- domain knowledge
- automated image analysis
- multiple knowledge sources
- knowledge acquisition
- knowledge base
- mass spectrometry data
- data acquisition
- low latency
- feature set
- dna sequencing
- information sources
- expert systems
- protein protein interactions
- mass spectrometry
- genomic data
- feature extraction
- database
- rna seq
- data sources
- proteomic data
- data mining
- analysis of gene expression