Daniel Pittman

Achieve medical image anonymization that preserves utility for downstream AI tasks by intelligently redacting PHI and then restoring anatomical plausibility with latent diffusion.

Achieve robust cardiac MRI view classification by explicitly modeling uncertainty across cardiac phases, leading to state-of-the-art accuracy on a large clinical dataset.