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Xiao-Jiao Zhang

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Open access Sep 2026

Interpretable machine learning integrating intra-/peritumoral CT radiomics and serum indicators for predicting poorly differentiated esophageal squamous cell carcinoma

The interpretable ENML model exhibits favorable discriminative capability for predicting poorly differentiated ESCC; however, further multicenter external validation is warranted to confirm its generalizability.

Jun Chen, Ji-Qiang He, Xiao-Jiao Zhang et al. · 0 citations

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