High‐resolution spiral real‐time cardiac cine imaging with deep learning‐based rapid image reconstruction and quantification

High spatial resolution spiral first‐pass myocardial perfusion imaging with whole‐heart coverage at 3 T

(2021) Junyu Wang et al.   MAGNETIC RESONANCE IN MEDICINE

Analysis of deep complex‐valued convolutional neural networks for MRI reconstruction and phase‐focused applications

(2021) Elizabeth Cole et al.   MAGNETIC RESONANCE IN MEDICINE

DEep learning‐based rapid Spiral Image REconstruction (DESIRE) for high‐resolution spiral first‐pass myocardial perfusion imaging

(2021) Junyu Wang et al.   NMR IN BIOMEDICINE

Rapid dealiasing of undersampled, non‐Cartesian cardiac perfusion images using U‐net

(2020) Lexiaozi Fan et al.   NMR IN BIOMEDICINE

Deep complex convolutional network for fast reconstruction of 3D late gadolinium enhancement cardiac MRI

(2020) Hossam El‐Rewaidy et al.   NMR IN BIOMEDICINE

Self‐supervised learning of physics‐guided reconstruction neural networks without fully sampled reference data

(2020) Burhaneddin Yaman et al.   MAGNETIC RESONANCE IN MEDICINE

Accelerating cardiac cine MRI using a deep learning‐based ESPIRiT reconstruction

(2020) Christopher M. Sandino et al.   MAGNETIC RESONANCE IN MEDICINE

Rapid reconstruction of highly undersampled, non‐Cartesian real‐time cine k ‐space data using a perceptual complex neural network (PCNN)

(2020) Daming Shen et al.   NMR IN BIOMEDICINE

Dynamic MRI using model-based deep learning and SToRM priors: MoDL-SToRM

(2019) Sampurna Biswas et al.   MAGNETIC RESONANCE IN MEDICINE

Free‐breathing cine imaging with motion‐corrected reconstruction at 3T using SPiral Acquisition with Respiratory correction and Cardiac Self‐gating (SPARCS)

(2019) Ruixi Zhou et al.   MAGNETIC RESONANCE IN MEDICINE

MR image reconstruction using deep learning: evaluation of network structure and loss functions

(2019) Vahid Ghodrati et al.   Quantitative Imaging in Medicine and Surgery

Spatio-Temporal Deep Learning-Based Undersampling Artefact Reduction for 2D Radial Cine MRI With Limited Training Data

(2019) Andreas Kofler et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

A Deep Cascade of Convolutional Neural Networks for Dynamic MR Image Reconstruction

(2018) Jo Schlemper et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Convolutional Recurrent Neural Networks for Dynamic MR Image Reconstruction

(2018)   IEEE TRANSACTIONS ON MEDICAL IMAGING

MoDL: Model Based Deep Learning Architecture for Inverse Problems

(2018)   IEEE TRANSACTIONS ON MEDICAL IMAGING

Real-time cardiovascular MR with spatio-temporal artifact suppression using deep learning-proof of concept in congenital heart disease

(2018) Andreas Hauptmann et al.   MAGNETIC RESONANCE IN MEDICINE

Low-rank plus sparse matrix decomposition for accelerated dynamic MRI with separation of background and dynamic components

(2014) Ricardo Otazo et al.   MAGNETIC RESONANCE IN MEDICINE

Highly accelerated real-time cardiac cine MRI usingk-tSPARSE-SENSE

(2012) Li Feng et al.   MAGNETIC RESONANCE IN MEDICINE

Real-time MRI at a resolution of 20 ms

(2010) Martin Uecker et al.   NMR IN BIOMEDICINE