BiNVaST: niche boundary-preserving and synthetic data-guided variational autoencoders for concordant inference across high-resolution spatial transcriptomic platforms
Jingxuan Zhang, Lei Li, Limeng Liu, Brooke L. Fridley, Cheng Cheng, Jasmine Plummer, Gang Wu, Jason Chiang, Qian Li
BiNVaST improves cell typing across spatial transcriptomic platforms by generating synthetic data that preserves niche boundaries and integrates molecular and spatial information.
bioRxiv · Oct 21, 2026 · PreprintBioinformatics