Prediction Model of Colorectal Adenoma Recurrence-Carcinogenesis Risk With TCM-WM Multimodal Feature Fusion

This project focuses on developing a risk prediction model for the recurrence and malignant transformation of colorectal adenomas by integrating multimodal features from both Traditional Chinese Medicine (TCM) and Western medicine. Led by Dr. Wei Hongtao from Beijing Friendship Hospital, Capital Medical University, the primary objective is to mine clinical characteristics from both medical systems to construct a robust predictive model. The research encompasses several key aspects: a multicenter, large-sample cohort study design with a clearly defined sample size and calculation basis; patient recruitment from multiple institutions nationwide to form training and validation sets; and strict adherence to standardized TCM and Western diagnostic criteria. Through comprehensive observation of demographic, TCM clinical (e.g., syndromes, tongue and pulse diagnosis), and Western clinical featur