Collaborative assessment of the risk of postoperative progression in early-stage non-small cell lung cancer: a robust federated learning model.
Journal:
Cancer imaging : the official publication of the International Cancer Imaging Society
Published Date:
Jul 18, 2025
Abstract
BACKGROUND: While the TNM staging system provides valuable insights into the extent of disease, predicting postoperative progression in early-stage non-small cell lung cancer (NSCLC) remains a significant challenge. An effective bioimaging prognostic marker for early-stage NSCLC, powered by artificial intelligence, could greatly assist clinicians in making informed treatment decisions.