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Σ-net: Ensembled Iterative Deep Neural Networks for Accelerated Parallel MR Image Reconstruction.

, , , , and . CoRR, (2019)

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Data consistency networks for (calibration-less) accelerated parallel MR image reconstruction., , , , , , and . CoRR, (2019)Σ-net: Systematic Evaluation of Iterative Deep Neural Networks for Fast Parallel MR Image Reconstruction., , , , , and . CoRR, (2019)Joint Learning of Motion Estimation and Segmentation for Cardiac MR Image Sequences., , , , , , and . MICCAI (2), volume 11071 of Lecture Notes in Computer Science, page 472-480. Springer, (2018)Evaluation of the Robustness of Learned MR Image Reconstruction to Systematic Deviations Between Training and Test Data for the Models from the fastMRI Challenge., , , , , , , , , and 31 other author(s). MLMIR@MICCAI, volume 12964 of Lecture Notes in Computer Science, page 25-34. Springer, (2021)DSFormer: A Dual-domain Self-supervised Transformer for Accelerated Multi-contrast MRI Reconstruction., , , , , , and . WACV, page 4955-4964. IEEE, (2023)Bayesian Deep Learning for Accelerated MR Image Reconstruction., , , , , , , , and . MLMIR@MICCAI, volume 11074 of Lecture Notes in Computer Science, page 64-71. Springer, (2018)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)Attention gated networks: Learning to leverage salient regions in medical images., , , , , , and . Medical Image Anal., (2019)Dual-domain self-supervised learning for accelerated non-Cartesian MRI reconstruction., , , , , , , and . Medical Image Anal., (2022)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)