|10:50 AM - 11:15 AM||
The Power of GANs and RL in pharma R&D: from Experimentally-Validated End-to-End Drug Discovery Pipelines to Generation of Synthetic Patients
GANs and GAN-RL systems are powerful tool for a plethora of drug discovery and biomarker development applications. The application of GANs for small molecule generation was pioneered by the scientists at Insilico Medicine with the first peer-reviewed paper titled "The cornucopia of meaningful leads" followed by series of the theoretical and experimental research papers. This session will cover usage of GAN’s by biopharmaceutical companies for:
|11:15 AM - 11:45 AM||
How do you Build/Modify your Organization around Data Strategy – Know what questions to ASK!