@article{sigmmahierarchicalgraphbasedmultiscalemu, title = {SIGMMA: Hierarchical Graph-Based Multi-Scale Multi-modal Contrastive Alignment of Histopathology Image and Spatial Transcriptome}, author = {Dabin Jeong and Amirhossein Vahidi and Ciro Ramírez-Suástegui and Marie Moullet and Kevin Ly and Mohammad Vali Sanian and Sebastian Birk and Yinshui Chang and Adam Boxall and Daniyal Jafree and Lloyd Steele and Vijaya Baskar MS and Muzlifah Haniffa and Mohammad Lotfollahi}, year = {2025}, eprint = {2511.15464}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2511.15464}, }