Determining Dose-Response Characteristics of Molecular Perturbations in Whole-Organism Assays Using Biological Imaging and Machine Learning.
Daniel AsarnowRahul SinghPublished in: BIBM (2018)
Keyphrases
- machine learning
- biological data
- biological systems
- microscopy imaging
- small animal
- drug discovery
- image processing
- machine learning methods
- imaging systems
- image analysis
- learning algorithm
- molecular biology
- computational biology
- high throughput
- computer vision
- three dimensional
- medical imaging
- statistical methods
- data analysis
- natural language processing
- systems biology
- feature selection
- living cells
- protein structure prediction
- interaction networks
- artificial intelligence
- molecular level
- drug design
- mathematical modeling
- biological processes
- high resolution
- information extraction
- text mining