Open access
Jul 2026
AI-driven tumor heterogeneity quantification and survival prediction in pancreatic ductal adenocarcinoma.
An interpretable and high-performing artificial intelligence framework for quantitative modeling of PDAC was established, and Objective characterization of tumor heterogeneity and accurate postoperative survival prediction are enabled, with potential value for personalized management in PDAC.
Li-Zhi Shao, Xin-Yi Ke, Yun Wang et al.
· npj Digital Medicine · 1 citation