University of Minnesota

3D brain MRI synthesis from separate hemisphere and cerebellum-brainstem diffusion priors, assembled and refined into one volume with editable parts.

Drug- and dose-conditioned latent transition predictor pretrained on the Tahoe-100M perturbation atlas and transferred frozen to tumor RNA-seq.

Accelerated MRI reconstruction that plugs a pretrained consistency-model prior into regularization by denoising, using four network evaluations.

Self-supervised single-lead ECG encoder pretrained on ten-minute ambulatory windows, giving patient-consistent embeddings for rhythm detection.

Prime editing efficiency prediction from pegRNA sequence, with every biochemical step of the editing mechanism modeled as its own learned rate.

Synthesis planning model that generates full synthetic routes from Enamine building blocks and reaction templates for any target small molecule.