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Jun-Yi Liu

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Open access Sep 2026

A Generalizable Multimodal Model for Treatment‐Stratified Risk and Survival Assessment under Real‐World Constraints: A Multi‐Center Study of Colorectal Cancer

ABSTRACT Integrating histopathology, genomic, and clinical phenotypes holds promise for improving prognostic patient stratification, including within treatment‐defined subgroups, in colorectal cancer (CRC). However, ensuring the availability of all modalities in routine clinical practice remains challenging. Comprehens...

Chuang-Jie Cao, Zhe-Yi Ji, Chang He et al. · 0 citations

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