On September 17, 2021 Bob de Vos presented at the online online 2021 SCCT Innovation series on AI/ML in Structural Heart Disease. In his presentation titled AI & Echocardiography in Structural Heart Disease, Bob presented deep learning methods for segmentation, registration and quantification of images required in the analysis of structural heart disease.