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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  

    A group-wise cardiac motion estimation network leveraging temporal correlation

    A group-wise cardiac motion estimation network leveraging temporal correlation

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

    Machine Enhanced Reconstruction Learning and Interpretation Networks (MERLIN)

    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