Deep learning for novel drug development

Deep learning has had tremendous impact on numerous scientific and technological fields. We review key concepts and methods in deep learning with core applications in drug design and development, while introducing the main types of neural architectures. We emphasize how deep learning can be used for decision support and decision-making in drug development, discussing these advancements in the context of two case studies.