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DSFormer: A Dual-domain Self-supervised Transformer for Accelerated Multi-contrast MRI Reconstruction.

, , , , , , and . WACV, page 4955-4964. IEEE, (2023)

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ContraReg: Contrastive Learning of Multi-modality Unsupervised Deformable Image Registration., , , , , and . MICCAI (6), volume 13436 of Lecture Notes in Computer Science, page 66-77. Springer, (2022)Σ-net: Ensembled Iterative Deep Neural Networks for Accelerated Parallel MR Image Reconstruction., , , , and . CoRR, (2019)Weakly Supervised Estimation of Shadow Confidence Maps in Fetal Ultrasound Imaging., , , , , , , , , and 4 other author(s). IEEE Trans. Medical Imaging, 38 (12): 2755-2767 (2019)k-t NEXT: Dynamic MR Image Reconstruction Exploiting Spatio-Temporal Correlations., , , , , , and . MICCAI (2), volume 11765 of Lecture Notes in Computer Science, page 505-513. Springer, (2019)Joint Motion Estimation and Segmentation from Undersampled Cardiac MR Image., , , , , , and . MLMIR@MICCAI, volume 11074 of Lecture Notes in Computer Science, page 55-63. Springer, (2018)Nonuniform Variational Network: Deep Learning for Accelerated Nonuniform MR Image Reconstruction., , , , , , and . MICCAI (3), volume 11766 of Lecture Notes in Computer Science, page 57-64. Springer, (2019)Combining Deep Learning and Shape Priors for Bi-Ventricular Segmentation of Volumetric Cardiac Magnetic Resonance Images., , , , , , , , , and . ShapeMI@MICCAI, volume 11167 of Lecture Notes in Computer Science, page 258-267. Springer, (2018)Exploiting Motion for Deep Learning Reconstruction of Extremely-Undersampled Dynamic MRI., , , , , and . MICCAI (4), volume 11767 of Lecture Notes in Computer Science, page 704-712. Springer, (2019)Cardiac MR Segmentation from Undersampled k-space Using Deep Latent Representation Learning., , , , , , , and . MICCAI (1), volume 11070 of Lecture Notes in Computer Science, page 259-267. Springer, (2018)Deep Learning for Cardiac Motion Estimation: Supervised vs. Unsupervised Training., , , , , and . STACOM@MICCAI, volume 12009 of Lecture Notes in Computer Science, page 186-194. Springer, (2019)