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Author

Fan Ouyang

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Review Open access Aug 2026

Clinical risk factors and machine learning-assisted interpretation of ureteral access sheath insertion failure: a multicenter study and meta-analysis

Stone location, particularly proximal ureteral location, showed a risk-increasing pattern in univariable analysis, SHAP interpretation, and meta-analysis, and these results may support individualized preoperative assessment before attempted placement of a planned 11/13F UAS.

Yi-Ping Zong, Fan Ouyang, Xiang Gao et al. · 0 citations

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