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

Chuangjie Cao, Zheyi Ji, Chang He, Jiying Wang, Xiaoming Luo, Junyi Liu, Xiaohu Jing, Fang Yan, Yirong Chen, Linhao Qu, Sen Yang, Le Lu, Yuming Jiang, Xiyue Wang, Chengyun Dou, Junhan Zhao

Open source

DOI
10.1002/advs.78019
Published
2026-09-29
Container
Advanced Science
Publisher
Wiley
Open access
unknown

Credibility signals

uncertain Score 64/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.

Show all credibility signals

Cite this work

BibTeX

@article{allodium:10.1002/advs.78019,
  title = {A Generalizable Multimodal Model for Treatment‐Stratified Risk and Survival Assessment under Real‐World Constraints: A Multi‐Center Study of Colorectal Cancer},
  author = {Chuangjie Cao and Zheyi Ji and Chang He and Jiying Wang and Xiaoming Luo and Junyi Liu and Xiaohu Jing and Fang Yan and Yirong Chen and Linhao Qu and Sen Yang and Le Lu and Yuming Jiang and Xiyue Wang and Chengyun Dou and Junhan Zhao},
  year = {2026},
  journal = {Advanced Science},
  doi = {10.1002/advs.78019},
  url = {https://doi.org/10.1002/advs.78019}
}

RIS

TY  - JOUR
TI  - A Generalizable Multimodal Model for Treatment‐Stratified Risk and Survival Assessment under Real‐World Constraints: A Multi‐Center Study of Colorectal Cancer
AU  - Chuangjie Cao
AU  - Zheyi Ji
AU  - Chang He
AU  - Jiying Wang
AU  - Xiaoming Luo
AU  - Junyi Liu
AU  - Xiaohu Jing
AU  - Fang Yan
AU  - Yirong Chen
AU  - Linhao Qu
AU  - Sen Yang
AU  - Le Lu
AU  - Yuming Jiang
AU  - Xiyue Wang
AU  - Chengyun Dou
AU  - Junhan Zhao
PY  - 2026
JO  - Advanced Science
DO  - 10.1002/advs.78019
UR  - https://doi.org/10.1002/advs.78019
ER  - 

APA

Cao, C., Ji, Z., He, C., Wang, J., Luo, X., Liu, J., Jing, X., Yan, F., Chen, Y., Qu, L., Yang, S., Lu, L., Jiang, Y., Wang, X., Dou, C., & Zhao, J. (2026). A Generalizable Multimodal Model for Treatment‐Stratified Risk and Survival Assessment under Real‐World Constraints: A Multi‐Center Study of Colorectal Cancer. Advanced Science. https://doi.org/10.1002/advs.78019

Source records