Learning mutational graphs of individual tumour evolution from single-cell and multi-region sequencing data.
Daniele RamazzottiAlex GraudenziLuca De SanoMarco AntoniottiGiulio CaravagnaPublished in: BMC Bioinform. (2019)
Keyphrases
- data sets
- prior knowledge
- background knowledge
- synthetic data
- data processing
- data sources
- learning process
- learning algorithm
- training data
- data points
- learning tasks
- database
- learning systems
- reinforcement learning
- knowledge discovery
- image data
- data quality
- human experts
- data collection
- graph databases
- spatial data
- complex structures
- missing data
- knowledge acquisition
- collaborative learning
- data mining techniques
- training set
- neural network