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20212025
most citedAssessment of Deep Learning Segmentation for Real-Time Free-Breathing Cardiac Magnetic Resonance Imaging at Rest and Under Exercise Stress

20 citations · 63 across the 5 of their papers we have counts for

collaborators

5 papers

physics.med-ph2025★ 1 cited

BART Streams: Real-time Reconstruction Using a Modular Framework for Pipeline Processing

Philip Schaten, Moritz Blumenthal, Bernhard Rapp +2

Purpose: To create modular solutions for interactive real-time MRI using reconstruction algorithms implemented in BART. Methods: A new protocol for streaming of multidimensional ar…

physics.med-ph2024★ 10 cited

Self-Supervised Learning for Improved Calibrationless Radial MRI with NLINV-Net

Moritz Blumenthal, Chiara Fantinato, Christina Unterberg-Buchwald +3

Purpose: To develop a neural network architecture for improved calibrationless reconstruction of radial data when no ground truth is available for training. Methods: NLINV-Net is a…

eess.IV2023★ 20 cited

Assessment of Deep Learning Segmentation for Real-Time Free-Breathing Cardiac Magnetic Resonance Imaging at Rest and Under Exercise Stress

Martin Schilling, Christina Unterberg-Buchwald, Joachim Lotz +1

In recent years, a variety of deep learning networks for cardiac MRI (CMR) segmentation have been developed and analyzed. However, nearly all of them are focused on cine CMR under…

physics.med-ph2021★ 17 cited

Free-Breathing Myocardial T1 Mapping using Inversion-Recovery Radial FLASH and Motion-Resolved Model-Based Reconstruction

Xiaoqing Wang, Sebastian Rosenzweig, Volkert Roeloffs +7

Purpose: To develop a free-breathing myocardial T1 mapping technique using inversion-recovery (IR) radial fast low-angle shot (FLASH) and calibrationless motion-resolved model-base…

physics.med-ph2021★ 15 cited

Free-Breathing Liver Fat, and Field Mapping Using Multi-Echo Radial FLASH and Regularized Model-based Reconstruction

Zhengguo Tan, Christina Unterberg-Buchwald, Moritz Blumenthal +6

This work introduced a stack-of-radial multi-echo asymmetric-echo MRI sequence for free-breathing liver volumetric acquisition. Regularized model-based reconstruction was implement…