U.S., Feb. 11 -- ClinicalTrials.gov registry received information related to the study (NCT07399236) titled 'AI-Based Prediction of Liver Metastasis in Colorectal Cancer (A Retrospective Study)' on Jan. 30.
Brief Summary: This multicenter, retrospective study aims to develop and validate a multimodal deep learning model for predicting the risk of metachronous liver metastasis in patients with stage I-III colorectal cancer following curative resection. The model will integrate preoperative contrast-enhanced CT imaging, digitized histopathological whole-slide images, and standard clinical-pathological data.
The primary objective is to assess the model's discriminatory performance, measured by the area under the receiver operating characteri...