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Shumin Ren

1PUBLICATIONS

10CO-AUTHORS

Predictive and prognostic markers

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Publications (1)

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|Mar 11, 2026

Knowledge-Guided Explainable Recommendation Tool for Cancer Risk Prediction Models Using Retrieval-Augmented Large Language Models: Development and Validation Study.

Shumin Ren, Xin Zheng, Jing Zhao

Pageof 1

Frequent Collaborators

1 joint publications

Xin Zheng

1 joint publications

Jing Zhao

1 joint publications

Jiale Du

1 joint publications

Yuxin Zhang

1 joint publications

Cheng Bi

1 joint publications

Jie Song

1 joint publications

Jinyi Zhang

1 joint publications

Hongmei Lang

1 joint publications

Fan Zhang

1 joint publications

Bairong Shen

Frequent Collaborators

1 joint publications

Xin Zheng

1 joint publications

Jing Zhao

1 joint publications

Jiale Du

1 joint publications

Yuxin Zhang

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