iLoc-miRNA: extracellular/intracellular miRNA prediction using deep BiLSTM with attention mechanism.
Zhao-Yue ZhangLin NingXiucai YeYu-He YangYasunori FutamuraTetsuya SakuraiHao LinPublished in: Briefings Bioinform. (2022)
Keyphrases
- gene regulation
- living cells
- gene expression
- secondary structure
- gene ontology
- computational methods
- regulatory networks
- attention mechanism
- binding sites
- amino acids
- genome wide
- microarray
- gene expression data
- gene function
- high throughput
- gene regulatory networks
- biological processes
- systems biology
- biological systems
- protein sequences
- gene sets
- visual attention
- microarray data
- biological networks
- transcription factors
- semantic similarity
- saliency map
- gene expression profiles
- gene selection
- biological data
- gene networks
- contextual information
- higher order
- object recognition