Integration of "omics" Data and Phenotypic Data Within a Unified Extensible Multimodal Framework.
Samir DasXavier Lecours-BoucherChristine RogersCarolina MakowskiFrançois Chouinard-DecorteKathleen Oros KleinNatacha BeckPierre RiouxShawn T. BrownZia MohaddesCole ZweberVictoria FoingMarie ForestKieran J. O'DonnellJoanne ClarkMichael J. MeaneyCelia M. T. GreenwoodAlan C. EvansPublished in: Frontiers Neuroinformatics (2018)
Keyphrases
- data sets
- data collection
- knowledge discovery
- training data
- data quality
- neural network
- data structure
- high dimensional data
- database
- multimodal data
- computer systems
- image data
- probabilistic model
- data sources
- probability distribution
- small number
- databases
- prior knowledge
- synthetic data
- data acquisition
- raw data
- noisy data
- high quality
- heterogeneous data sources
- clustering algorithm