Zhihui Shi

From predictive model to clinical application: interpretable prediction of metachronous liver metastasis in colorectal cancer

Metachronous liver metastasis (MLM) after curative surgery is a major determinant of poor prognosis in colorectal cancer (CRC), yet existing approaches based on clinicopathological indicators or imaging alone have limited predictive performance and clinical applicability. This re...