Minghan Du

Deep Learning-Based Prediction of Antimicrobial Resistance

The review shows that deep learning has significantly improved the modeling ability for distantly homologous sequences, complex mutation combinations, and heterogeneous data, driving AMR prediction from “database matching” to “learnable representations,” and from “single-label discrimination” to “multi-task, multi-repr...