Article

A Multimodal Foundation Model of Spatial Transcriptomics and Histology for Biological Discovery and Clinical Prediction
arXiv, 2026
Jinxi Xiang, Siyu Hou, Yuchen Li, Ryan Quinton, Xiaoming Zhang, Feyisope Eweje, Xiangde Luo, Yijiang Chen, Zhe Li, Colin Bergstrom, Ted Kim, Sierra Willens, Francesca Maria Olguin, Matthew Abikenari, Andrew Heider, Sanjeeth Rajaram, Joel Neal, Maximilian Diehn, Xiang Zhou, Ruijiang Li
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A Multimodal Foundation Model of Spatial Transcriptomics and Histology for Biological Discovery and Clinical Prediction
A Generative Foundation Model for Multimodal Histopathology
arXiv, 2026
Jinxi Xiang, Mingjie Li, Siyu Hou, Yijiang Chen, Xiangde Luo, Yuanfeng Ji, Xiang Zhou, Ehsan Adeli, Akshay Chaudhari, Curtis P. Langlotz, Kilian M. Pohl, Ruijiang Li
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A Generative Foundation Model for Multimodal Histopathology
nnMIL: A Generalizable Multiple Instance Learning Framework for Computational Pathology
Nature Biomedical Engineering, 2026
Xiangde Luo, Jinxi Xiang, Yuanfeng Ji, Ruijiang Li
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nnMIL: A Generalizable Multiple Instance Learning Framework for Computational Pathology