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Image shows Automated Cardiac Diagnosis Challenge dataset. Cardiac motion estimation network (CarMEN) outperforms optimization-based methods across four pathologic subgroups. First and second columns correspond to heart at systole and diastole, accordingly. Moving image at systole is warped to diastole position by using predicted registration field for each method. dDemons = Diffeomorphic Demons, ITK = Insight Segmentation and Registration Toolkit.
