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.
· Frontiers in Oncology · 0 citations