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Multi-task learning for joint weakly-supervised segmentation and aortic arch anomaly classification in fetal cardiac MRI.

, , , , , , , , and . CoRR, (2023)

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Deep Learning-Based Detection and Correction of Cardiac MR Motion Artefacts During Reconstruction for High-Quality Segmentation., , , , , , , , and . IEEE Trans. Medical Imaging, 39 (12): 4001-4010 (2020)Channel Attention Networks for Robust MR Fingerprinting Matching., , , , , , , and . CoRR, (2020)Label Dropout: Improved Deep Learning Echocardiography Segmentation Using Multiple Datasets With Domain Shift and Partial Labelling., , , , and . CoRR, (2024)A persistent homology-based topological loss for CNN-based multi-class segmentation of CMR., , , , and . CoRR, (2021)Deep learning-based quality-controlled spleen assessment from ultrasound images., , , , , and . Biomed. Signal Process. Control., (2022)PET-MR respiratory signal estimation using semi-supervised manifold alignment., , , , , , , and . ISBI, page 599-603. IEEE, (2018)Magnetic Resonance Fingerprinting Using Recurrent Neural Networks., , , , , , , , and . ISBI, page 1537-1540. IEEE, (2019)AI and Machine Learning: The Basics., , , and . AI and Big Data in Cardiology, Springer International Publishing, (2023)The Impact of Domain Shift on Left and Right Ventricle Segmentation in Short Axis Cardiac MR Images., , , , , , , and . STACOM@MICCAI, volume 13131 of Lecture Notes in Computer Science, page 57-65. Springer, (2021)Quality-Aware Cine Cardiac MRI Reconstruction and Analysis from Undersampled K-Space Data., , , , , , , , , and 1 other author(s). STACOM@MICCAI, volume 13131 of Lecture Notes in Computer Science, page 12-20. Springer, (2021)