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Accelerated Magnetic Resonance Imaging with Flow-Based Priors

Author:Frederik Fraaz  Reinhard Heckel  

Session Type:Digital Poster  

Session Date:Tuesday, 10 May 2022  

Topic:Module 6: Advances in Data Acquisition  

Session Name:Acquisition Strategies II  

Program Number:1859  

Room Session:Exhibition Hall:S8 & S9  

Institution:Technical University of Munich  Rice University  

Acceleration of chemical shift encoding-based water-fat imaging for pancreatic proton density fat fraction mapping in a single breath-hold

ALFONSO: A versatiLe Formulation fOr N-dimensional Signal mOdel fitting of MR spectroscopy data and its application in MRS of body lipids

Automated breast segmentation using deep-learningin water-fat breast MRI: application to breast density assessment

Comparing myelin-sensitive markers MWF, ihMTR, and MTsat in healthy and normal-appearing brain tissue and multiple sclerosis lesions

Comparing the SPIJN algorithm for myelin water fraction mapping with conventional NNLS evaluation in healthy and multiple sclerosis brains

Deep Cardiovascular MR: Am (A)I Hallucinating?

Author:Kerstin Hammernik  

Session Type:Member-Initiated Tutorials  

Session Date:Tuesday, 10 May 2022  

Topic:

Session Name:Cardiovascular MR with a Little Help from AI  

Program Number:

Room Session:ICC Capital Hall 2  

Institution:Technical University of Munich  

    Evaluation of operation pressure of a soft robotic extra-aortic cardiac assist device using MRI

    Evaluation of operation pressure of a soft robotic extra-aortic cardiac assist device using MRI

    A group-wise cardiac motion estimation network leveraging temporal correlation

    A group-wise cardiac motion estimation network leveraging temporal correlation

    Hierarchical multi-resolution graph-cuts for water–fat–silicone separation in breast MRI

    Hybrid image and k-space deep learning reconstruction exploiting spatio-temporal redundancies for 2D cardiac CINE

    Impact of capillary transit time heterogeneity on resting-state BOLD-FC in patients with unilateral asymptomatic carotid artery stenosis

    Impact of 4D-flow MRI spatial resolution on quantitative hemodynamics in 3D-printed aortic dissection models with varying tear size

    Improved detection of multiple kidney pH compartments by deep learning in MRS and MRSI with hyperpolarized 13C-labelled zymonic acid

    In vivo pH imaging in rats using [1,5-13C2]Z-OMPD

    Isotropic resolution volumetric liver T2 mapping using a free-breathing navigator-gated radial stack-of-stars T2-prepared Dixon acquisition

    Machine Enhanced Reconstruction Learning and Interpretation Networks (MERLIN)

    On the limits of model-based reconstruction for retrospective motion correction in the presence of spin history effects

    On the robustness of single UTE-Dixon for simultaneous short T2*, water and fat imaging across skeletalanatomies

    On the robustness of single UTE-Dixon for simultaneous short T2*, water and fat imaging across skeletalanatomies

    Paraspinal muscles in low back pain: Comparison between standard parameters and chemical shift encoding-based water-fat MRI

    Rapid Variable Flip-angle T2 Quantification (RavFa-T2) of the Myocardium using Steady-state Free Precession: A Two-Center Study

    The role of facet joint arthropathy in chronic low back pain and its association with adjacent paraspinal muscle composition

    SENSE-like reconstruction of multi-average body DWI to remove motion-induced signal loss: application in liver DWI

    Silicone Implant and Fibrous Capsule Assessment Based on Water-Fat-Silicone Images from a Chemical Shift Encoding-Based Species Separation

    Simultaneous macromolecular proton fraction and proton density fat fraction quantification using chemical shift-encoding based spin-lock MRI

    Spatial Scaling of Respiratory-Triggered Liver Diffusion Weighted Imaging

    Synthetic T2-weighted fat sat delivers valuable information on spine pathologies: multicenter validation of a Generative Adversarial Network

    Texture analysis using chemical shift imaging improves differentiation between patients with and without osteoporotic vertebral fractures

    Uncertainty estimation via ensembling for deep learning-based MR image reconstruction

    Understanding domain shift in learned MRI reconstruction: A quantitative analysis on fastMRI knee and neuro sequences

    Velocity-compensated optimized diffusion encoding in respiratory-triggered renal ADC mapping