Clinical Trial

3D Modeling for Detecting Locally Advanced Rectal Cancer With Positive Circumferential Resection Margin

Not Yet Recruiting
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Record status
This record was last updated September 19, 2025 (before its estimated June 30, 2026 completion). Its status may not reflect the trial's current state.
Summary
This retrospective study aims to develop an AI-assisted 3D modeling system to improve staging accuracy for stage II-III locally advanced rectal cancer (LARC). High-quality CT images from Taichung Veterans General Hospital will be used to reconstruct tumor boundaries and spatial relationships. The AI model will be trained and validated against MRI and pathology results to predict circumferential resection margin (CRM) status. Outcomes include sensitivity, specificity, accuracy, and agreement with standard imaging. This system seeks to support precise tumor staging and inform future clinical decision-making.
Trial Details
NCT Number NCT07183124
Lead Sponsor Taichung Veterans General Hospital
Collaborators: National Health Research Institutes, Taiwan
Conditions General Surgery, Oncology, Medical Informatics
Enrollment 1,500 participants
Start Date 2025-10-01
Primary Completion 2026-06-30 (estimated)
Study Completion 2026-07-31 (estimated)
Updated on ClinicalTrials.gov 2025-09-19