Risk-conscious correction of batch effects: maximising information extraction from high-throughput genomic datasets.
Yalchin OytamFariborz SobhanmaneshKonsta DuesingJoshua C. BowdenMegan Osmond-McLeodJason RossPublished in: BMC Bioinform. (2016)
Keyphrases
- high throughput
- information extraction
- genome wide
- microarray
- genomic data
- biological data
- systems biology
- proteomic data
- natural language processing
- mass spectrometry data
- gene expression levels
- text mining
- mass spectrometry
- experimental conditions
- machine learning
- gene expression profiles
- microarray datasets
- low latency
- data acquisition
- gene expression
- data sets
- molecular biology
- pattern classification
- microarray technology
- genome scale
- dna sequencing
- automated image analysis