Gaps in AI-Driven Pharmacokinetic Property Prediction for Early Drug Development: A Scoping Review.
This scoping review investigates the current state of PK property prediction of small molecules in drug discovery using machine learning methods and a combination of machine learning and mechanistic models and proposes leveraging the pattern recognition capabilities of deep learning models in conjunction with the biological interpretability provided by mechanistic approaches.