Image-based profiling is a strategy to mine the rich information in biological images. Carpenter and colleagues discuss how the application of machine learning is renewing interest in image-based profiling for all aspects of the drug discovery process, from understanding disease mechanisms to predicting a drug’s activity or mechanism of action.
- Srinivas Niranj Chandrasekaran
- Hugo Ceulemans
- Anne E. Carpenter
