Good Machine Learning Practices in the Modern Pharmaceutical Discovery Enterprise

Journal Article

Harnessing AI To Expedite R&D

Good Machine Learning Practices in the Modern Pharmaceutical Discovery Enterprise

We report results of the systematic business analysis of the personas in the modern pharmaceutical discovery enterprise in relation to their work with the AI and ML technologies. We identify 22 common business problems that individuals in these roles face when they encounter AI and ML technologies at work, and describe best practices (Good Machine Learning Practices) that address these issues.