Implicit neural representations for unsupervised super-resolution and
denoising of 4D flow MRI

Implicit neural representations for unsupervised super-resolution and denoising of 4D flow MRI

24 February 2023

Subhadip Mukherjee

Carola-Bibiane Schönlieb

Papers citing "Implicit neural representations for unsupervised super-resolution and denoising of 4D flow MRI"

4 / 4 papers shown

Title
Enhanced Vascular Flow Simulations in Aortic Aneurysm via Physics-Informed Neural Networks and Deep Operator Networks Oscar L. Cruz-González Valérie Deplano Badih Ghattas MedIm AI4CE 42 0 0 19 Mar 2025
Reconstructing Blood Flow in Data-Poor Regimes: A Vasculature Network Kernel for Gaussian Process Regression S. Z. Ashtiani Mohammad Sarabian K. Laksari H. Babaee 24 2 0 14 Mar 2024
$Generalized super-resolution 4D Flow MRI $\unicode{x2013}$ using ensemble learning to extend across the cardiovascular system$ Generalized super-resolution 4D Flow MRI $\unicode{x2013}$ using ensemble learning to extend across the cardiovascular system Leon Ericsson Adam Hjalmarsson Muhammad Usman Akbar E. Ferdian Mia Bonini ... Susanne Schnell C. A. Figueroa David A. Nordsletten Alistair A. Young David Marlevi OOD 16 0 0 20 Nov 2023
Physics-informed compressed sensing for PC-MRI: an inverse Navier-Stokes problem Alexandros Kontogiannis M. Juniper 26 10 0 04 Jul 2022