Open access
Aug 2026
Ultrasound-based intratumoral and peritumoral radiomics for preoperative prediction of lymph node metastasis in pancreatic ductal adenocarcinoma
Intratumoral and peritumoral ultrasound radiomics provide complementary information for preoperative LNM prediction in PDAC, and the decision-level combined model achieved numerically higher discrimination with favorable calibration, supporting further validation before clinical translation.
Yan-Hua Huang, H. Qian, Li Bao et al.
· Frontiers in Medicine · 0 citations