Learning-based heart coverage estimation for short-axis cine cardiac MR images

by Tarroni G., Oktay O., Bai W., Schuh A., Suzuki H., Passerat-Palmbach J., Glocker B., de Marvao A., O’Regan D., Cook S., Rueckert D.
Published 2019

Stratified Decision Forests for Accurate Anatomical Landmark Localization in Cardiac Images

by Oktay O., Bai W., Guerrero R., Rajchl M., De Marvao A., O'Regan D.P., Cook S.A., Heinrich M.P., Glocker B., Rueckert D.
Published 2019

Anatomically Constrained Neural Networks (ACNNs): Application to Cardiac Image Enhancement and Segmentation

by Oktay O., Ferrante E., Kamnitsas K., Heinrich M., Bai W., Caballero J., Cook S.A., De Marvao A., Dawes T., O'Regan D.P., Kainz B., Glocker B., Rueckert D.
Published 2019