Vivek Muthurangu

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 15

Top Topics

Magnetic Resonance

Literature Review

Top Venues

BMC Medical Informatics Decis. Mak.

Medical Biol. Eng. Comput.

Concurr. Comput. Pract. Exp.

Publications

Tina Yao, Endrit Pajaziti, Michael Quail, Silvia Schievano, Jennifer Anne Steeden, Vivek Muthurangu
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. CoRR (2024)
Olivier Jaubert, Michele Pascale, Javier Montalt-Tordera, Julius Akesson, Ruta Virsinskaite, Daniel Knight, Simon R. Arridge, Jennifer Anne Steeden, Vivek Muthurangu
Investigating the use of publicly available natural videos to learn Dynamic MR image reconstruction. CoRR (2023)
Endrit Pajaziti, Javier Montalt-Tordera, Claudio Capelli, Raphaël Sivera, Emilie Sauvage, Michael Quail, Silvia Schievano, Vivek Muthurangu
Shape-driven deep neural networks for fast acquisition of aortic 3D pressure and velocity flow fields. PLoS Comput. Biol. 19 (4) (2023)
Olivier Jaubert, Javier Montalt-Tordera, Daniel Knight, Simon R. Arridge, Jennifer Anne Steeden, Vivek Muthurangu
HyperSLICE: HyperBand optimised Spiral for Low-latency Interactive Cardiac Examination. CoRR (2023)
Tina Yao, Nicole St. Clair, Gabriel F. Miller, Adam L. Dorfman, Mark A. Fogel, Sunil 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
Deep Learning Pipeline for Preprocessing and Segmenting Cardiac Magnetic Resonance of Single Ventricle Patients from an Image Registry. CoRR (2023)
Michele Pascale, Vivek Muthurangu, Javier Montalt-Tordera, Heather E. Fitzke, Gauraang Bhatnagar, Stuart Taylor, Jennifer Anne Steeden
GLADE: Gradient Loss Augmented Degradation Enhancement for Unpaired Super-Resolution of Anisotropic MRI. CoRR (2023)
Yaxi Wang, Vivek Muthurangu, Helge A Wurdemann
Toward Autonomous Pulmonary Artery Catheterization: A Learning-based Robotic Navigation System. EMBC (2023)
Olivier Jaubert, Javier Montalt-Tordera, James Brown, Daniel Knight, Simon R. Arridge, Jennifer Anne Steeden, Vivek Muthurangu
FReSCO: Flow Reconstruction and Segmentation for low latency Cardiac Output monitoring using deep artifact suppression and segmentation. CoRR (2022)
Endrit Pajaziti, Javier Montalt-Tordera, Claudio Capelli, Raphaël Sivera, Emilie Sauvage, Silvia Schievano, Vivek Muthurangu
Deep neural networks for fast acquisition of aortic 3D pressure and velocity flow fields. CoRR (2022)
Silvana Secinaro, Davide Calandra, Aurelio Secinaro, Vivek Muthurangu, Paolo Biancone
The role of artificial intelligence in healthcare: a structured literature review. BMC Medical Informatics Decis. Mak. 21 (1) (2021)
Javier Montalt-Tordera, Vivek Muthurangu, Andreas Hauptmann, Jennifer Anne Steeden
Machine Learning in Magnetic Resonance Imaging: Image Reconstruction. CoRR (2020)
Huseyin Naci, Maximilian Salcher-Konrad, Alistair Mcguire, Felix Berger, Titus Kühne, Leonid Goubergrits, Vivek Muthurangu, Ben Wilson, Marcus Kelm
Impact of predictive medicine on therapeutic decision making: a randomized controlled trial in congenital heart disease. npj Digit. Medicine 2 (2019)
Jennifer Anne Steeden, Michael Quail, Alexander Gotschy, Andreas Hauptmann, Simon R. Arridge, Rodney Jones, Vivek Muthurangu
Rapid Whole-Heart CMR with Single Volume Super-resolution. CoRR (2019)
Andreas Hauptmann, Simon R. Arridge, Felix Lucka, Vivek Muthurangu, Jennifer Anne Steeden
Real-time Cardiovascular MR with Spatio-temporal De-aliasing using Deep Learning - Proof of Concept in Congenital Heart Disease. CoRR (2018)
Liesbeth Taelman, Joris Bols, Joris Degroote, Vivek Muthurangu, Joseph Panzer, Jan A. Vierendeels, Patrick Segers
Differential impact of local stiffening and narrowing on hemodynamics in repaired aortic coarctation: an FSI study. Medical Biol. Eng. Comput. 54 (2-3) (2016)
Grzegorz Tomasz Kowalik, Jennifer Anne Steeden, Vivek Muthurangu
Implementation of a generalized heterogeneous image reconstruction system for clinical magnetic resonance. Concurr. Comput. Pract. Exp. 27 (6) (2015)
Grzegorz Tomasz Kowalik, Jennifer Anne Steeden, David Atkinson, Andrew Taylor, Vivek Muthurangu
Implementation of a Heterogeneous Image Reconstruction System for Clinical Magnetic Resonance. PPAM (1) (2013)