Could advances in representation learning in Artificial Intelligence provide the new paradigm for data integration in drug discovery?
Vinaya Vijayan, Andrew D. Rouillard, Deepak K. Rajpal, Pankaj Kumar Agarwal · Expert Opinion on Drug Discovery · 2019
The goal of data integration in drug discovery is to enable cross-dataset analyses that strengthen or fill gaps in our knowledge of biological, pharmacological, or clinical phenomena. For example, ...