Vivek Muthurangu

According to our database, Vivek Muthurangu authored at least 17 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Image2Flow: A hybrid image and graph convolutional neural network for rapid patient-specific pulmonary artery segmentation and CFD flow field calculation from 3D cardiac MRI data.

Tina Yao, Endrit Pajaziti, Michael Quail, Silvia Schievano, Jennifer Anne Steeden, Vivek Muthurangu

CoRR, 2024

2023

Shape-driven deep neural networks for fast acquisition of aortic 3D pressure and velocity flow fields.

Endrit Pajaziti, Javier Montalt-Tordera, Claudio Capelli, Raphaël Sivera, Emilie Sauvage, Michael Quail, Silvia Schievano, Vivek Muthurangu

PLoS Comput. Biol., 2023

Investigating the use of publicly available natural videos to learn Dynamic MR image reconstruction.

Olivier Jaubert, Michele Pascale, Javier Montalt-Tordera, Julius Akesson, Ruta Virsinskaite, Daniel Knight, Simon R. Arridge, Jennifer Anne Steeden, Vivek Muthurangu

CoRR, 2023

GLADE: Gradient Loss Augmented Degradation Enhancement for Unpaired Super-Resolution of Anisotropic MRI.

Michele Pascale, Vivek Muthurangu, Javier Montalt-Tordera, Heather E. Fitzke, Gauraang Bhatnagar, Stuart Taylor, Jennifer Anne Steeden

CoRR, 2023

Deep Learning Pipeline for Preprocessing and Segmenting Cardiac Magnetic Resonance of Single Ventricle Patients from an Image Registry.

Tina Yao, Nicole St. Clair, Gabriel F. Miller, Adam L. Dorfman, Mark A. Fogel, Sunil J. Ghelani, Rajesh Krishnamurthy, Christopher Z. Lam, Joshua D. Robinson, David Schidlow, Timothy C. Slesnick, Justin Weigand, Michael Quail, Rahul Rathod, Jennifer Anne Steeden, Vivek Muthurangu

CoRR, 2023

HyperSLICE: HyperBand optimised Spiral for Low-latency Interactive Cardiac Examination.

Olivier Jaubert, Javier Montalt-Tordera, Daniel Knight, Simon R. Arridge, Jennifer Anne Steeden, Vivek Muthurangu

CoRR, 2023

Toward Autonomous Pulmonary Artery Catheterization: A Learning-based Robotic Navigation System.

Yaxi Wang, Vivek Muthurangu, Helge A. Wurdemann

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

2022

Deep neural networks for fast acquisition of aortic 3D pressure and velocity flow fields.

Endrit Pajaziti, Javier Montalt-Tordera, Claudio Capelli, Raphaël Sivera, Emilie Sauvage, Silvia Schievano, Vivek Muthurangu

CoRR, 2022

FReSCO: Flow Reconstruction and Segmentation for low latency Cardiac Output monitoring using deep artifact suppression and segmentation.

Olivier Jaubert, Javier Montalt-Tordera, James Brown, Daniel Knight, Simon R. Arridge, Jennifer Anne Steeden, Vivek Muthurangu

CoRR, 2022

2021

The role of artificial intelligence in healthcare: a structured literature review.

Silvana Secinaro, Davide Calandra, Aurelio Secinaro, Vivek Muthurangu, Paolo Biancone

BMC Medical Informatics Decis. Mak., 2021

2020

Machine Learning in Magnetic Resonance Imaging: Image Reconstruction.

Javier Montalt-Tordera, Vivek Muthurangu, Andreas Hauptmann, Jennifer Anne Steeden

CoRR, 2020

2019

Impact of predictive medicine on therapeutic decision making: a randomized controlled trial in congenital heart disease.

Huseyin Naci, Maximilian Salcher-Konrad, Alistair Mcguire, Felix Berger, Titus Kühne, Leonid Goubergrits, Vivek Muthurangu, Ben Wilson, Marcus Kelm

npj Digit. Medicine, 2019

Rapid Whole-Heart CMR with Single Volume Super-resolution.

Jennifer Anne Steeden, Michael Quail, Alexander Gotschy, Andreas Hauptmann, Simon R. Arridge, Rodney Jones, Vivek Muthurangu

CoRR, 2019

2018

Real-time Cardiovascular MR with Spatio-temporal De-aliasing using Deep Learning - Proof of Concept in Congenital Heart Disease.

Andreas Hauptmann, Simon R. Arridge, Felix Lucka, Vivek Muthurangu, Jennifer Anne Steeden

CoRR, 2018

2016

Differential impact of local stiffening and narrowing on hemodynamics in repaired aortic coarctation: an FSI study.

Liesbeth Taelman, Joris Bols, Joris Degroote, Vivek Muthurangu, Joseph Panzer, Jan A. Vierendeels, Patrick Segers

Medical Biol. Eng. Comput., 2016

2015

Implementation of a generalized heterogeneous image reconstruction system for clinical magnetic resonance.

Grzegorz Tomasz Kowalik, Jennifer Anne Steeden, Vivek Muthurangu

Concurr. Comput. Pract. Exp., 2015

2013

Implementation of a Heterogeneous Image Reconstruction System for Clinical Magnetic Resonance.

Grzegorz Tomasz Kowalik, Jennifer Anne Steeden, David Atkinson, Andrew Taylor, Vivek Muthurangu

Proceedings of the Parallel Processing and Applied Mathematics, 2013