A multimodal foundation model to integrate histology with spatial molecular programs
Zongxu Zhang, Bowen Qin, Yu Zhao, Zekun Qi, HJ Xu, Yunfeng Wang, Wenjin Zheng, Jiateng Dai, Anthony Chen, Hongtao Wang, Lanxi Nie, Peng Zhang, Haorui Zhang, Tian Xu, Siyu Lin, , Zexian Zeng
SQUALL integrates histology and spatial transcriptomics to enable virtual spatial gene expression profiling and clinical prediction across cancers and platforms.
bioRxiv · Oct 13, 2026 · PreprintBioinformatics