Machine learning in computational biology to accelerate high-throughput protein expression.
Anand SastryJonathan MonkHanna TegelMathias UhlenBernhard O. PalssonJohan RockbergElizabeth BrunkPublished in: Bioinform. (2017)
Keyphrases
- computational biology
- high throughput
- protein sequences
- machine learning
- gene expression levels
- mass spectrometry
- transcriptional regulation
- protein structure prediction
- transcription factors
- sequence analysis
- mass spectrometry data
- protein protein interactions
- protein protein
- microarray
- genome wide
- systems biology
- multiple sequence alignment
- molecular biology
- protein complexes
- biological data
- proteomic data
- regulatory networks
- protein structure
- amino acids
- natural language processing
- biological sequences
- biological knowledge
- protein classification
- amino acid sequences
- ms ms
- protein function
- virtual screening
- genomic data
- protein interaction
- protein interaction data
- data analysis
- information extraction
- data acquisition
- biological processes
- biological networks
- secondary structure
- gene expression data
- signaling pathways
- computational approaches
- drug discovery
- microarray data
- information retrieval
- gene expression
- data mining