[HTML][HTML] From compressed-sensing to artificial intelligence-based cardiac MRI reconstruction
Cardiac magnetic resonance (CMR) imaging is an important tool for the non-invasive
assessment of cardiovascular disease. However, CMR suffers from long acquisition times …
assessment of cardiovascular disease. However, CMR suffers from long acquisition times …
CINENet: deep learning-based 3D cardiac CINE MRI reconstruction with multi-coil complex-valued 4D spatio-temporal convolutions
Cardiac CINE magnetic resonance imaging is the gold-standard for the assessment of
cardiac function. Imaging accelerations have shown to enable 3D CINE with left ventricular …
cardiac function. Imaging accelerations have shown to enable 3D CINE with left ventricular …
Reconstruction techniques for cardiac cine MRI
RM Menchón-Lara, F Simmross-Wattenberg… - Insights into …, 2019 - Springer
The present survey describes the state-of-the-art techniques for dynamic cardiac magnetic
resonance image reconstruction. Additionally, clinical relevance, main challenges, and …
resonance image reconstruction. Additionally, clinical relevance, main challenges, and …
[HTML][HTML] Multi-class point cloud completion networks for 3D cardiac anatomy reconstruction from cine magnetic resonance images
M Beetz, A Banerjee, J Ossenberg-Engels… - Medical Image Analysis, 2023 - Elsevier
Cine magnetic resonance imaging (MRI) is the current gold standard for the assessment of
cardiac anatomy and function. However, it typically only acquires a set of two-dimensional …
cardiac anatomy and function. However, it typically only acquires a set of two-dimensional …
Encoder modified U-net and feature pyramid network for multi-class segmentation of cardiac magnetic resonance images
Cardiovascular diseases are leading cause of death worldwide. Timely and accurate
detection of disease is required to reduce load on healthcare system and number of deaths …
detection of disease is required to reduce load on healthcare system and number of deaths …
OCMR (v1. 0)--open-access multi-coil k-space dataset for cardiovascular magnetic resonance imaging
C Chen, Y Liu, P Schniter, M Tong, K Zareba… - arXiv preprint arXiv …, 2020 - arxiv.org
Cardiovascular MRI (CMR) is a non-invasive imaging modality that provides excellent soft-
tissue contrast without the use of ionizing radiation. Physiological motions and limited speed …
tissue contrast without the use of ionizing radiation. Physiological motions and limited speed …
Movienet: Deep space–time‐coil reconstruction network without k‐space data consistency for fast motion‐resolved 4D MRI
Purpose To develop a novel deep learning approach for 4D‐MRI reconstruction, named
Movienet, which exploits space–time‐coil correlations and motion preservation instead of k …
Movienet, which exploits space–time‐coil correlations and motion preservation instead of k …
Free‐breathing whole‐heart 3D cine magnetic resonance imaging with prospective respiratory motion compensation
MH Moghari, A Barthur, ME Amaral… - Magnetic resonance …, 2018 - Wiley Online Library
Purpose To develop and validate a new prospective respiratory motion compensation
algorithm for free‐breathing whole‐heart 3D cine steady‐state free precession (SSFP) …
algorithm for free‐breathing whole‐heart 3D cine steady‐state free precession (SSFP) …
Four-dimensional multiphase steady-state MRI with ferumoxytol enhancement: early multicenter feasibility in pediatric congenital heart disease
Background The value of MRI in pediatric congenital heart disease (CHD) is well
recognized; however, the requirement for expert oversight impedes its widespread use. Four …
recognized; however, the requirement for expert oversight impedes its widespread use. Four …
Isotropic 3D Cartesian single breath‐hold CINE MRI with multi‐bin patch‐based low‐rank reconstruction
Purpose To develop a novel acquisition and reconstruction framework for isotropic 3D
Cartesian cardiac CINE within a single breath‐hold for left ventricle (LV) and whole‐heart …
Cartesian cardiac CINE within a single breath‐hold for left ventricle (LV) and whole‐heart …