SINCERITIES: inferring gene regulatory networks from time-stamped single cell transcriptional expression profiles.
Nan Papili GaoS. M. Minhaz Ud-DeanOlivier GandrillonRudiyanto GunawanPublished in: Bioinform. (2018)
Keyphrases
- gene regulatory networks
- expression profiles
- cell cycle
- gene networks
- regulatory networks
- systems biology
- gene expression data
- gene regulation
- reverse engineering
- network model
- saccharomyces cerevisiae
- gene expression
- microarray data
- microarray
- biological processes
- biological data
- bayesian inference
- gene expression profiles
- dynamic bayesian networks
- protein protein interactions
- biological networks
- high throughput
- signaling pathways
- transcription factors
- binding sites
- structure learning
- neural network
- software engineering
- machine learning
- gene ontology
- biological systems
- high dimensionality
- statistical analysis
- nearest neighbor
- high dimensional