Taking the structure of proteins into account: predicting if infections are resistant to B-lactam antibiotics using graph-based convolutional neural n

This project will use machine learning to predict whether novel protein mutations confer resistance to specific antibiotics. Antimicrobial Resistance is a great concern to modern medicine. The Fowler group has previously used simple machine learning and physical simulation to address this problem. We aim to use graph neural network techniques…