BDVal: reproducible large-scale predictive model development and validation in high-throughput datasets.
Kevin C. DorffNyasha ChambweMarko SrdanovicFabien CampagnePublished in: Bioinform. (2010)
Keyphrases
- high throughput
- predictive model
- biological data
- microarray
- genome wide
- systems biology
- automated image analysis
- genomic data
- protein protein interactions
- mass spectrometry data
- prediction model
- experimental conditions
- data acquisition
- real time
- databases
- proteomic data
- high throughput technologies
- benchmark datasets
- artificial neural networks
- neural network
- historical data
- gene expression
- sensor networks
- decision trees