Predicting Mucosal Healing in Crohn’s Disease: A Deep Learning Approach Using Intestinal Ultrasound
Predicting Mucosal Healing in Crohn’s Disease: A Deep Learning Approach Using Intestinal Ultrasound Predicting treatment response in Crohn’s disease (CD) remains a significant challenge, hindering the optimization of therapeutic regimens. This study presents the development and validation of a novel deep learning model designed to predict mucosal healing in CD patients based on pretreatment intestinal ultrasound (IUS) images and clinical data. The inherent variability in patient response to medication necessitates more precise predictive tools, and this research offers a potential…