Advancing statistical learning mechanisms, bias reduction techniques, and novel architectures designed specifically for complex biomedical informatics and high-dimensional multimodal datasets.
Ensemble methods — combining the predictions of multiple models — are among the most reliable techniques in machine learning. But standard approac…...
Multi-institutional health research — the kind of large-scale, collaborative science needed to advance precision medicine — is fundamentally bottl…...