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Yangdong Ruan on Muck Rack

Yangdong Ruan

As seen in: Nature
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Articles

Large language model driven multicenter prediction and explainable risk attribution of acute kidney injury

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By Lingyi Xu, Kun Yan, Damin Xu, Linger Tang, Tao Zhao, Qingqing Zhou, Youlu Zhao, Yuhui Zhang, Fude Zhou, Guopeng Zhou, Zhao Yang, Xiaoli Chen, Yunlin Feng, Guisen Li, Li Wang, Jicheng Lv, Ping Wang, Xizi Zheng, Zinuo Zhang, Yangdong Ruan, Yulan Shen
| Nature Verified
Abstract Acute kidney injury (AKI) represents a life-threatening condition among hospitalized patients, where early prediction enables prevention. Despite advances in existing models, clinical implementation remains hindered by excessive false positive rates (70%-94%) and lack of actionable clinical insights.
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