Inferring Molecular Pathology and micro-RNA Transcriptome from mRNA Profiles of Cancer Biopsies through Deep Multi-Task Learning.
Behrooz AzarkhaliliAli SaberiHamidreza ChitsazAli Sharifi-ZarchiPublished in: CoRR (2018)
Keyphrases
- multi task learning
- rna seq
- breast cancer
- genome wide
- high throughput
- cancer cells
- multi task
- alternative splicing
- mass spectrometry
- multiple tasks
- learning tasks
- high order
- rna sequences
- gaussian processes
- drug discovery
- multitask learning
- learning problems
- gene expression
- theoretical analysis
- transfer learning
- human genome
- learning algorithm
- inductive learning
- biological data
- gene expression profiles
- sequence analysis
- sequence data
- learning models
- microarray
- molecular biology
- learning experience
- gaussian process
- microarray data
- support vector
- decision trees
- machine learning