activity
20182025
most citedDeep Learning-based Diffusion Tensor Cardiac Magnetic Resonance Reconstruction: A Comparison Study

1 citations · 1 across the 7 of their papers we have counts for

collaborators

7 papers

eess.IV2025

RSFR: A Coarse-to-Fine Reconstruction Framework for Diffusion Tensor Cardiac MRI with Semantic-Aware Refinement

Jiahao Huang, Fanwen Wang, Pedro F. Ferreira +14

Cardiac diffusion tensor imaging (DTI) offers unique insights into cardiomyocyte arrangements, bridging the gap between microscopic and macroscopic cardiac function. However, its c…

physics.med-ph2025

Is fitting error a reliable metric for assessing deformable motion correction in quantitative MRI?

Fanwen Wang, Ke Wen, Yaqing Luo +7

Quantitative MR (qMR) can provide numerical values representing the physical and chemical properties of the tissues. To collect a series of frames under varying settings, retrospec…

eess.SP2024

Groupwise Deformable Registration of Diffusion Tensor Cardiovascular Magnetic Resonance: Disentangling Diffusion Contrast, Respiratory and Cardiac Motions

Fanwen Wang, Yihao Luo, Ke Wen +9

Diffusion tensor based cardiovascular magnetic resonance (DT-CMR) offers a non-invasive method to visualize the myocardial microstructure. With the assumption that the heart is sta…

eess.IV2023

Efficient Post-processing of Diffusion Tensor Cardiac Magnetic Imaging Using Texture-conserving Deformable Registration

Fanwen Wang, Pedro F. Ferreira, Yinzhe Wu +8

Diffusion tensor cardiac magnetic resonance (DT-CMR) is a method capable of providing non-invasive measurements of myocardial microstructure. Image registration is essential to cor…

physics.med-ph2023★ 1 cited

Deep Learning-based Diffusion Tensor Cardiac Magnetic Resonance Reconstruction: A Comparison Study

Jiahao Huang, Pedro F. Ferreira, Lichao Wang +11

In vivo cardiac diffusion tensor imaging (cDTI) is a promising Magnetic Resonance Imaging (MRI) technique for evaluating the micro-structure of myocardial tissue in the living hear…

eess.IV2022

Faster Diffusion Cardiac MRI with Deep Learning-based breath hold reduction

Michael Tanzer, Pedro Ferreira, Andrew Scott +6

Diffusion Tensor Cardiac Magnetic Resonance (DT-CMR) enables us to probe the microstructural arrangement of cardiomyocytes within the myocardium in vivo and non-invasively, which n…

cs.CV2018

Stochastic Deep Compressive Sensing for the Reconstruction of Diffusion Tensor Cardiac MRI

Jo Schlemper, Guang Yang, Pedro Ferreira +9

Understanding the structure of the heart at the microscopic scale of cardiomyocytes and their aggregates provides new insights into the mechanisms of heart disease and enables the…