Showing 1–20 of 22 results
/ Date/ Name
Sep 16, 2021Quality-aware Cine Cardiac MRI Reconstruction and Analysis from Undersampled k-space DataJan 28, 2025MR imaging in the low-field: Leveraging the power of machine learningOct 20, 2020A Survey on Deep Learning and Explainability for Automatic Report Generation from Medical ImagesJul 19, 2021LAPNet: Non-rigid Registration derived in k-space for Magnetic Resonance ImagingApr 6, 2021Magnetization Transfer-Mediated MR FingerprintingDec 25, 2025Enabling Ultra-Fast Cardiovascular Imaging Across Heterogeneous Clinical Environments with A Generalist Foundation Model and Multimodal DatabaseApr 12, 2024Self-Supervised k-Space Regularization for Motion-Resolved Abdominal MRI Using Neural Implicit k-Space RepresentationDec 2, 2020Channel Attention Networks for Robust MR Fingerprinting MatchingAug 15, 2018Deep Learning using K-space Based Data Augmentation for Automated Cardiac MR Motion Artefact DetectionOct 29, 2018Automatic CNN-based detection of cardiac MR motion artefacts using k-space data augmentation and curriculum learningOct 11, 2019Deep Learning Based Detection and Correction of Cardiac MR Motion Artefacts During Reconstruction for High-Quality SegmentationJan 16, 2025PISCO: Self-Supervised k-Space Regularization for Improved Neural Implicit k-Space Representations of Dynamic MRIApr 28, 2024CConnect: Synergistic Convolutional Regularization for Cartesian T2* MappingSep 28, 2019Motion-corrected and high-resolution anatomically-assisted (MOCHA) reconstruction of arterial spin labelling MRIJul 24, 2023Unsupervised reconstruction of accelerated cardiac cine MRI using Neural FieldsDec 17, 2024Subspace Implicit Neural Representations for Real-Time Cardiac Cine MR ImagingMar 5, 2025Towards Modality- and Sampling-Universal Learning Strategies for Accelerating Cardiovascular Imaging: Summary of the CMRxRecon2024 ChallengeJun 12, 2019Detection and Correction of Cardiac MR Motion Artefacts during Reconstruction from K-spaceDec 22, 2020Complementary Time-Frequency Domain Networks for Dynamic Parallel MR Image ReconstructionMay 2, 2022A Deep Learning-based Integrated Framework for Quality-aware Undersampled Cine Cardiac MRI Reconstruction and Analysis