Duke University School of Medicine

Foundation model for paired ECG Lead-II and PPG waveforms, fusing the two through cross-modal attention and adaptive residual vector quantization.

Whole-cell segmentation model for spatial transcriptomics that fuses DAPI nuclear images with RNA transcript density to recover true cell boundaries.

Kinase-substrate specificity prediction from sequence alone, using ESM-2 embeddings to score phosphorylation across whole mammalian kinomes.

RNA backbone conformer assignment from low-resolution maps, using Bayesian posteriors over a learned library of 3D suite shape clusters.