Machine Learning in Drug Discovery and Development Part 1: A Primer

• Main Authors: Alan Talevi (Author), Juan Francisco Morales (Author), Gregory Hather (Author), Jagdeep T. Podichetty (Author), Sarah Kim (Author), Peter C. Bloomingdale (Author), Samuel Kim (Author), Jackson Burton (Author), Joshua D. Brown (Author), Almut G. Winterstein (Author), Stephan Schmidt (Author), Jensen Kael White (Author), Daniela J. Conrado (Author)
• Format: Book
• Published: Wiley, 2020-03-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

Artificial intelligence, in particular machine learning (ML), has emerged as a key promising pillar to overcome the high failure rate in drug development. Here, we present a primer on the ML algorithms most commonly used in drug discovery and development. We also list possible data sources, describe...