Clinical Trial: Federated Learning in Renal Tumor Model

U.S., Sept. 26 -- ClinicalTrials.gov registry received information related to the study (NCT07841756) titled 'Federated Learning in Renal Tumor Model' on Aug. 19.

Brief Summary: This is a multicenter, retrospective and prospective diagnostic clinical trial evaluating the effectiveness and safety of CascadeDiagnose Renal Tumor CT, an AI-assisted detection system for renal tumors based on contrast-enhanced multiphase CT imaging. The system employs a cascaded deep learning architecture to perform fully automated analysis of multiphase CT images, covering image quality review, lesion detection and segmentation, benign-malignant differentiation, and risk stratification, with traceable evidence chains and interpretable outputs. The study is cond...