Improving comparative analyses of Hi-C data via contrastive self-supervised learning.
Han LiXuan HeLawrence KurowskiRuotian ZhangDan ZhaoJianyang ZengPublished in: Briefings Bioinform. (2023)
Keyphrases
- data sets
- raw data
- learning systems
- data collection
- data quality
- background knowledge
- data structure
- learning process
- prior knowledge
- input data
- complex data
- image data
- training data
- high quality
- data analysis
- database
- learning algorithm
- human experts
- end users
- small number
- data points
- computer systems
- statistical analysis
- high dimensional data
- data sources
- knowledge acquisition
- mobile learning
- data distribution
- network structure
- learning problems
- noisy data
- knowledge discovery