Deep learning predicts short non-coding RNA functions from only raw sequence data.
Teresa Maria Rosaria NovielloFrancesco CeccarelliMichele CeccarelliLuigi CeruloPublished in: PLoS Comput. Biol. (2020)
Keyphrases
- sequence data
- deep learning
- nucleotide sequences
- sequence analysis
- genome sequences
- sequence classification
- unsupervised feature learning
- unsupervised learning
- machine learning
- biological sequences
- profile hidden markov models
- weakly supervised
- mental models
- dna sequences
- genome wide
- binding sites
- protein sequences
- model selection
- regulatory elements
- higher order
- probabilistic model
- data mining