Bowang Lab

A Joint-Embedding Predictive foundation model for echocardiography, pretrained on 18M cardiac ultrasound videos to learn artifact-robust anatomical representations.

Mamba-based mature RNA foundation model using contrastive learning on splice isoforms and 400+ mammalian species orthologs for mRNA property prediction.

A generative pre-trained transformer for single-cell multi-omics, pretrained on 33 million human cells for cell annotation, batch correction, and perturbation prediction.

A promptable foundation model for universal medical image segmentation, fine-tuned from SAM on 1.57M image-mask pairs spanning 10 imaging modalities and 30+ cancer types.