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Abstracts

Fast Research: [2023] [2024]

2022

  • ResoNet: Physics Informed Deep Learning based Off-Resonance Correction Trained on Synthetic Data. [#0555]
  • Learning Optimal K-space Acquisition and Reconstruction using Physics-Informed Neural Networks. [#0050]
  • Bayesian sensitivity encoding enables parameter-free, highly accelerated joint multi-contrast reconstruction. [#3444]
  • Integrating Subspace Learning, Manifold Learning, and Sparsity Learning to Recosntruct Image Sequences.[#3448]
  • MR-double-zero-Can a machine discover new MRI contrasts, such as metabolite concentration? [#0103]
  • Combining navigator-based perspective and data-driven retrospective motion correction for high-resolution 7 $T$ multi-slice $T_2w$ MRI [#3298]
  • Self-Calibrating Aliasing-Controlled Simultaneous Multi-Slice MR Image Reconstruction from Generalized 3D Fourier Encoding Perspective. [#0242]
  • Using data-driven Markov chains for MRI reconstruction with Joint Uncertainty Estimation. [#0298]
  • $T_2$-deblurring deep learning super-resolution for turbo spin echo MRI. [#0302]
  • Mitigating synthetic $T_2$-FLAIR artifacts in 2D MAGiC using keyhole and deep learning-based image reconstruction. [#0306]
  • Accelerated respiratory-resolved 4D-MRI with separable spatio-temporal neural networks. [#0305]
  • NLINV-Net: Self-Supervised End-2-End Learning for Reconstructing Undersampled Radial Cardiac Real-Time Data. [#0499]
  • Phase-based 3D diffusion mapping using RF phase-modulated gradient echo imaging. [#0510]
  • Respiration artifact-free 3D DESS $T_2$ mapping of the human brain. [#0760]
  • Efficient Bloch Simulation Based on Precomputed State-Transition Matrices. [#0748]
  • Rigorous Uncertainty Estimation for MRI Reconstruction. [#0749]
  • Bipolar Partial Echo Imaging [#1715]
  • Tennisball: slew-efficient trajectory design for 3D-radial imaging. [#1712]

2023

  • COLADA: Contrastive Learning for highly accelerated MR Image Reconstruction. [#0156]
  • Muti-Coil Muti-Contrast Random Matrix Theory-Based Denoising for Liver Fat and $R_2^*$ Quantification at 0.55 $T$. [#0311]
  • MR image super-resolution via a variational diffusion model. [#0163]
  • Multi-Contrast 3D Fast Spin-Echo $T_2$ Shuffling Reconstruction with Score-Based Deep Generative Priors. [#0168]
  • Motion-Resolved Self-Gated Free Breathing 3D Liver PDFF and R2* Mapping using Phase-Preserving Beamforming and Non-Rigid Motion Compensation. [#0055]
  • Acceleration of Multi-Echo MP2RAGE using Interleaved Undersampling and Joint-Contrast Reconstruction. [#0269]
  • Ultra-Low Field Quantitative $T_2$ Mapping. [#0307]
  • MUSE reconstruction of multishot DW-EPI is not limited by SNR at 0.5 $T$. [#0309]
  • Multiphoton Simultaneous Multislice Imaging with CAIPIRINHA Phase Encoding. [#0530]
  • SNR-efficient, motion-robust multi-echo SPGR with k-space aliasing. [#0531]
  • Variable-flip-angle 3D spiral-in-out TSE/SPACE using echo-reordering and concomitant gradient compensation at 0.55 $T$. [#0536]
  • Quantitative 3D DESS $T_2$ mapping with Deep Learning Reconstruction for Magnetic Resonance Neurography. [#0665]
  • Time-resolved cardiac imaging and motion analysis using a multi-scale dynamics decomposition. [#0861] moco
  • Robust Image Reconstruction using Multi-channel Spatial Nulling Maps: An Alternative to ESPIRiT? [#0862]
  • Pose-dependent field reconstruction enabled by prospective motion navigation and randomized sampling. [#0864]
  • Motion Compensated Structured Low-rank Reconstruction for Robust 3D Multi-shot EPI fMRI. [#0865]
  • Interactive Real-Time MRI with BART. [#0873]
  • Active dictionary learning: fast and adaptive parameter mapping for dynamic MRI. [#0992]
  • Rapid 3D lung imaging with bSSFP stack of spiral out-in sampling at 0.55 $T$. [#1409]
  • Alternating Low-Rank Tensor Reconstruction for Improved Multi-Dimensional MRI with MR Multitasking. [#0866]
  • A motion-Robust Slice-to-Volume Reconstruction Framework for Fetal Brain MRI.[#0082]
  • A Novel Accelerated 3D Phase-Unwrapping Method Based on Subdivided Arrays and Polynomial Modelling with Application: Dixon Water-Fat Separation.[#0074]
  • A Dynamic 2D TSE Acquisition Strategy for Robust SAMER Motion Mitigation. [#1832]
  • Improved Low-Rank and Subspace Reconstruction for Magnetic Resonance Fingerprinting with Self-Navigating Acquisitions.[#0427]
  • Optimization of Magnetic Resonance Fingerprinting with Subspace Reconstruction. [#0428]

2024

  • Cardiac Cine MRI with Dimension-Reduced Deep Separable Spatiotemporal Learning.[#0009]
  • Rapid Motion Estimation and Motion-Corrected End-to-End Deep Learning Reconstruction for 1 Heartbeat CINE [#0010]
  • A self-supervised feature learning strategy for training reconstruction networks on undersampled data in cardiac cine MRI [#0012]
  • Graph Image Prior for Unsupervised Dynamic MRI Reconstruction [#0015]
  • Low-Latency Reconstruction of Real-Time Cine MRI Using an Unrolled Network [#0017]
  • Multi-scale plug-and-play energy framework for inverse problems [#0038]
  • AI-based motion estimation in k-space using guidance lines enables scoutless prospective motion correction. [#0386]
  • Navigator-based prospective motion correction in short TR sequences with minimal scan time penalty. [#0388]
  • Integrating scout and guidance line-based retrospective motion correction into a 3D deep learning reconstruction for fast and robust brain MRI. [#0389]
  • PHIMO: Physics-Informed Motion Correction of GRE MRI for $T_2^*$ Quantification. [#0391]
  • High temporal resolution motion correction in MRF using quantitative-scout-based navigation (QUEEN) and motion-dictionary matching. [#0392]
  • Motion-resolved rapid 3D multiparametric brain mapping with self-navigation. [#0395]
  • Deep Learning Reconstruction for Free-Breathing Radial Cine Imaging [#0043] ROVir

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