U.S., Jan. 10 -- ClinicalTrials.gov registry received information related to the study (NCT07329816) titled 'External, Multicentre Validation of a Machine-Learning Model to Predict Colonic Adenoma in Indian Adults' on Dec. 26, 2025.
Brief Summary: Colorectal adenomas are precursors to colorectal cancer (CRC). Accurate pre-procedure risk stratification could optimize colonoscopy yield and resource allocation in India, where adenoma prevalence varies by age, sex, and lifestyle/metabolic factors. ML models can integrate multiple predictors to estimate individualized risk.
Existing risk scores are largely Western; performance and calibration may not be appropriate in Indian populations with different socio-demographic and metabolic profiles. ...