Deep Learning in Pharmacogenomics: From Gene Regulation to Patient Stratification.
Alexandr A. KalininGerald A. HigginsNarathip ReamaroonS. M. Reza SoroushmehrAri Allyn-FeuerIvo D. DinovKayvan NajarianBrian D. AtheyPublished in: CoRR (2018)
Keyphrases
- deep learning
- gene regulation
- gene expression
- gene expression data
- gene regulatory networks
- systems biology
- unsupervised learning
- biological systems
- machine learning
- regulatory networks
- mental models
- transcription factors
- microarray
- weakly supervised
- genomic sequences
- high throughput
- supervised learning
- computational biology
- binding sites
- co occurrence
- probabilistic model
- pairwise
- pattern recognition