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Javier Montalt-Tordera
Publication Activity (10 Years)
Years Active: 2020-2023
Publications (10 Years): 8
Top Topics
Cancer Diagnosis
Magnetic Resonance Imaging
Low Latency
Image Reconstruction
Top Venues
CoRR
PLoS Comput. Biol.
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Publications
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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)
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)
Pedro Osório
,
Guillermo Jiménez-Pérez
,
Javier Montalt-Tordera
,
Jens Hooge
,
Guillem Duran Ballester
,
Shivam Singh
,
Moritz Radbruch
,
Ute Bach
,
Sabrina Schroeder
,
Krystyna Siudak
,
Julia Vienenkoetter
,
Bettina Lawrenz
,
Sadegh Mohammadi
Latent Diffusion Models with Image-Derived Annotations for Enhanced AI-Assisted Cancer Diagnosis in Histopathology.
CoRR
(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)
Javier Montalt-Tordera
,
Vivek Muthurangu
,
Andreas Hauptmann
,
Jennifer Anne Steeden
Machine Learning in Magnetic Resonance Imaging: Image Reconstruction.
CoRR
(2020)