A roadmap for multi-omics data integration using deep learning.
Mingon KangEuiseong KoTesfaye B. MershaPublished in: Briefings Bioinform. (2022)
Keyphrases
- data integration
- deep learning
- data exchange
- databases
- data model
- data sources
- data management
- unsupervised learning
- unsupervised feature learning
- query answering
- data transformation
- data warehouse
- machine learning
- data cleaning
- business intelligence
- schema mappings
- biological databases
- mental models
- query decomposition
- data integration systems
- object recognition
- heterogeneous data sources
- decision support system
- integrity constraints
- pattern recognition
- database
- query processing