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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
Open access Sep 2026

Multimodal radiopathomics model predicts postoperative metachronous liver metastasis in gastric cancer

In locally advanced gastric cancer, a substantial number of patients relapse with liver metastasis months after an apparently curative operation, and standard tumor staging offers little warning of who is at risk. Here, we develop the Radiopathomics-Clinical Stratification Assessment (RCSA), an interpretable model that...

Ping'an Ding, Jia-Xuan Yang, Hong-Hai Guo et al. · 1 citation

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