Accurate diagnosis of endoscopic mucosal healing in ulcerative colitis using deep learning and machine learning

Abstract

Our DLML-CAD diagnosis achieved 94.5% accuracy for endoscopic mucosal healing and 89.0% accuracy for complete mucosal healing. This system can provide clinical physicians with an accurate auxiliary diagnosis in treating UC.