Assessing the reliability of point mutation as data augmentation for deep learning with genomic data.
Hyun Jung LeeUtku OzbulakHomin ParkStephen DepuydtWesley De NeveJoris VankerschaverPublished in: BMC Bioinform. (2024)
Keyphrases
- genomic data
- deep learning
- data sets
- data collection
- data points
- gene expression data
- data analysis
- data processing
- decision making
- statistical analysis
- experimental conditions
- training set
- data sources
- probabilistic model
- training data
- knowledge discovery
- named entities
- feature selection
- statistical significance
- data mining
- databases