Preprint
Aug 2026
A Multimodal Foundation Model for Longitudinal Patient Representation and Scalable Insight Generation in Oncology
The oFM is introduced, a foundation model developed on a real-world oncology cohort of 1.67 million cancer patients that integrates clinical trajectories with DNA, RNA, and H&E pathology and achieves a three-fold higher pooled and scale-normalized treatment-benefit AUTOC than baseline features.
E. Vorontsov, Yikan Wang, A. Bozkurt et al.
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