Predicting Proteome-Scale Protein Structure with Artificial Intelligence
Stephen K. Burley, Wadih Arap, Renata Pasqualini
Abstract
Over a matter of months, the application of artificial intelligence and machine learning to the prediction of three-dimensional protein structures resulted in an explosion of knowledge that augurs well for accelerating the identification and targeting of “druggable” proteins.
Topics & Concepts
Artificial intelligenceComputer scienceIdentification (biology)Machine learningArtificial neural networkSupport vector machineExpert systemTraining setPattern recognition (psychology)Artificial Intelligence SystemFeature (linguistics)Field (mathematics)Machine Learning in BioinformaticsComputational Drug Discovery MethodsProtein Structure and Dynamics