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Vivek Muthurangu
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2020 – today
- 2024
- [j6]Tina Yao, Endrit Pajaziti, Michael Quail, Silvia Schievano, Jennifer Anne Steeden, Vivek Muthurangu:
Image2Flow: A proof-of-concept hybrid image and graph convolutional neural network for rapid patient-specific pulmonary artery segmentation and CFD flow field calculation from 3D cardiac MRI data. PLoS Comput. Biol. 20(6): 1012231 (2024) - [i10]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 abs/2402.18236 (2024) - 2023
- [j5]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) - [c2]Yaxi Wang, Vivek Muthurangu, Helge A. Wurdemann:
Toward Autonomous Pulmonary Artery Catheterization: A Learning-based Robotic Navigation System. EMBC 2023: 1-5 - [i9]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 abs/2302.02688 (2023) - [i8]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:
Deep Learning Pipeline for Preprocessing and Segmenting Cardiac Magnetic Resonance of Single Ventricle Patients from an Image Registry. CoRR abs/2303.11676 (2023) - [i7]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 abs/2303.11831 (2023) - [i6]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 abs/2311.13963 (2023) - 2022
- [i5]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 abs/2203.13729 (2022) - [i4]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 abs/2208.12156 (2022) - 2021
- [j4]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): 125 (2021) - 2020
- [i3]Javier Montalt-Tordera, Vivek Muthurangu, Andreas Hauptmann, Jennifer Anne Steeden:
Machine Learning in Magnetic Resonance Imaging: Image Reconstruction. CoRR abs/2012.05303 (2020)
2010 – 2019
- 2019
- [j3]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) - [i2]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 abs/1912.10503 (2019) - 2018
- [i1]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 abs/1803.05192 (2018) - 2016
- [j2]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): 497-510 (2016) - 2015
- [j1]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): 1603-1611 (2015) - 2013
- [c1]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: 469-479
Coauthor Index
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