Accurate Prediction of Biological Assays with High-Throughput Microscopy Images and Convolutional Networks.
Markus HofmarcherElisabeth RumetshoferDjork-Arné ClevertSepp HochreiterGünter KlambauerPublished in: J. Chem. Inf. Model. (2019)
Keyphrases
- high throughput
- biological data
- microscopy images
- biological networks
- systems biology
- microarray
- gene regulatory networks
- genome wide
- molecular biology
- protein interaction
- interaction networks
- biological processes
- functional modules
- protein protein interactions
- genomic data
- life sciences
- multi channel
- living cells
- analysis of gene expression
- protein interaction networks
- mass spectrometry
- biological knowledge
- data acquisition
- signaling pathways
- transcription factors
- network analysis
- mass spectrometry data
- regulatory networks
- gene networks
- metabolic pathways
- ppi networks
- complex networks
- cell cycle
- gene expression
- real time
- experimental conditions
- electron microscopy
- computational methods
- protein protein interaction networks
- gene expression data
- image analysis