Simon R. Arridge

Orcid: 0000-0003-1292-0210

According to our database1, Simon R. Arridge authored at least 122 papers between 1993 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
j-Wave: An open-source differentiable wave simulator.
SoftwareX, May, 2023

Enhancement of instrumented ultrasonic tracking images using deep learning.
Int. J. Comput. Assist. Radiol. Surg., February, 2023

An Investigation of Stochastic Variance Reduction Algorithms for Relative Difference Penalized 3D PET Image Reconstruction.
IEEE Trans. Medical Imaging, 2023

Investigating the use of publicly available natural videos to learn Dynamic MR image reconstruction.
CoRR, 2023

Inverse Problems with Learned Forward Operators.
CoRR, 2023

Score-Based Generative Models for PET Image Reconstruction.
CoRR, 2023

HyperSLICE: HyperBand optimised Spiral for Low-latency Interactive Cardiac Examination.
CoRR, 2023

2022
A Model-Based Iterative Learning Approach for Diffuse Optical Tomography.
IEEE Trans. Medical Imaging, 2022

A Learned Born Series for Highly-Scattering Media.
CoRR, 2022

Unsupervised denoising for sparse multi-spectral computed tomography.
CoRR, 2022

FReSCO: Flow Reconstruction and Segmentation for low latency Cardiac Output monitoring using deep artifact suppression and segmentation.
CoRR, 2022

Phase-insensitive versus phase-sensitive ultrasound absorption tomography in the frequency domain.
CoRR, 2022

2021
Photoacoustic Reconstruction Using Sparsity in Curvelet Frame: Image Versus Data Domain.
IEEE Trans. Computational Imaging, 2021

On Learned Operator Correction in Inverse Problems.
SIAM J. Imaging Sci., 2021

A Helmholtz equation solver using unsupervised learning: Application to transcranial ultrasound.
J. Comput. Phys., 2021

Neural Network Kalman filtering for 3D object tracking from linear array ultrasound data.
CoRR, 2021

A research framework for writing differentiable PDE discretizations in JAX.
CoRR, 2021

Unsupervised Knowledge-Transfer for Learned Image Reconstruction.
CoRR, 2021

Stochastic EM methods with Variance Reduction for Penalised PET Reconstructions.
CoRR, 2021

Material Decomposition in Spectral CT Using Deep Learning: A Sim2Real Transfer Approach.
IEEE Access, 2021

2020
Benefits of Using a Spatially-Variant Penalty Strength With Anatomical Priors in PET Reconstruction.
IEEE Trans. Medical Imaging, 2020

Multi-Scale Learned Iterative Reconstruction.
IEEE Trans. Computational Imaging, 2020

Networks for Nonlinear Diffusion Problems in Imaging.
J. Math. Imaging Vis., 2020

Photoacoustic Reconstruction Using Sparsity in Curvelet Frame.
CoRR, 2020

Quantifying Sources of Uncertainty in Deep Learning-Based Image Reconstruction.
CoRR, 2020

Joint Reconstruction and Low-Rank Decomposition for Dynamic Inverse Problems.
CoRR, 2020

On Learned Operator Correction.
CoRR, 2020

Material Decomposition Problem in Spectral CT: A Transfer Deep Learning Approach.
Proceedings of the 2020 IEEE 17th International Symposium on Biomedical Imaging Workshops (ISBI Workshops), 2020

Quantifying Model Uncertainty in Inverse Problems via Bayesian Deep Gradient Descent.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Convolutional Neural Network for Material Decomposition in Spectral CT Scans.
Proceedings of the 28th European Signal Processing Conference, 2020

2019
A pseudospectral method for solution of the radiative transport equation.
J. Comput. Phys., 2019

Rapid Whole-Heart CMR with Single Volume Super-resolution.
CoRR, 2019

Solving inverse problems using data-driven models.
Acta Numer., 2019

Tomosynthesis method for depth resolution of beta emitters.
Proceedings of the Medical Imaging 2019: Biomedical Applications in Molecular, 2019

2018
DAGAN: Deep De-Aliasing Generative Adversarial Networks for Fast Compressed Sensing MRI Reconstruction.
IEEE Trans. Medical Imaging, 2018

Fast Quasi-Newton Algorithms for Penalized Reconstruction in Emission Tomography and Further Improvements via Preconditioning.
IEEE Trans. Medical Imaging, 2018

Model-Based Learning for Accelerated, Limited-View 3-D Photoacoustic Tomography.
IEEE Trans. Medical Imaging, 2018

Enhancing Compressed Sensing 4D Photoacoustic Tomography by Simultaneous Motion Estimation.
SIAM J. Imaging Sci., 2018

NiftyPET: a High-throughput Software Platform for High Quantitative Accuracy and Precision PET Imaging and Analysis.
Neuroinformatics, 2018

Dynamic causal modelling on infant fNIRS data: A validation study on a simultaneously recorded fNIRS-fMRI dataset.
NeuroImage, 2018

Real-time Cardiovascular MR with Spatio-temporal De-aliasing using Deep Learning - Proof of Concept in Congenital Heart Disease.
CoRR, 2018

Approximate k-Space Models and Deep Learning for Fast Photoacoustic Reconstruction.
Proceedings of the Machine Learning for Medical Image Reconstruction, 2018

2017
Bayesian Estimation of Intrinsic Tissue Oxygenation and Perfusion From RGB Images.
IEEE Trans. Medical Imaging, 2017

Direct Parametric Reconstruction With Joint Motion Estimation/Correction for Dynamic Brain PET Data.
IEEE Trans. Medical Imaging, 2017

Acoustic Wave Field Reconstruction From Compressed Measurements With Application in Photoacoustic Tomography.
IEEE Trans. Computational Imaging, 2017

Model based learning for accelerated, limited-view 3D photoacoustic tomography.
CoRR, 2017

Deep De-Aliasing for Fast Compressive Sensing MRI.
CoRR, 2017

Fast Estimation of Haemoglobin Concentration in Tissue Via Wavelet Decomposition.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

A simulation study of spectral Čerenkov luminescence imaging for tumour margin estimation.
Proceedings of the Medical Imaging 2017: Biomedical Applications in Molecular, 2017

2016
Direct Estimation of Optical Parameters From Photoacoustic Time Series in Quantitative Photoacoustic Tomography.
IEEE Trans. Medical Imaging, 2016

Gradient-Based Quantitative Image Reconstruction in Ultrasound-Modulated Optical Tomography: First Harmonic Measurement Type in a Linearised Diffusion Formulation.
IEEE Trans. Medical Imaging, 2016

PET Reconstruction With an Anatomical MRI Prior Using Parallel Level Sets.
IEEE Trans. Medical Imaging, 2016

Maximum-Likelihood Joint Image Reconstruction/Motion Estimation in Attenuation-Corrected Respiratory Gated PET/CT Using a Single Attenuation Map.
IEEE Trans. Medical Imaging, 2016

Inference of Haemoglobin Concentration From Stereo RGB.
CoRR, 2016

Inference of Tissue Haemoglobin Concentration from Stereo RGB.
Proceedings of the Medical Imaging and Augmented Reality - 7th International Conference, 2016

2015
Optical Imaging.
Proceedings of the Handbook of Mathematical Methods in Imaging, 2015

Solving Boundary Integral Problems with BEM++.
ACM Trans. Math. Softw., 2015

A Reconstruction-Classification Method for Multifrequency Electrical Impedance Tomography.
IEEE Trans. Medical Imaging, 2015

Finite element approximation of the radiative transport equation in a medium with piece-wise constant refractive index.
J. Comput. Phys., 2015

Subject-specific Models for the Analysis of Pathological FDG PET Data.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015

Robust CT Synthesis for Radiotherapy Planning: Application to the Head and Neck Region.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015

Practical PET respiratory motion correction in clinical simultaneous PET/MR.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

Detail-Preserving PET Reconstruction with Sparse Image Representation and Anatomical Priors.
Proceedings of the Information Processing in Medical Imaging, 2015

2014
Dynamic MR Image Reconstruction-Separation From Undersampled (${\bf k}, t$)-Space via Low-Rank Plus Sparse Prior.
IEEE Trans. Medical Imaging, 2014

Multifrequency Electrical Impedance Tomography Using Spectral Constraints.
IEEE Trans. Medical Imaging, 2014

Efficient Determination of the Uncertainty for the Optimization of SPECT System Design: A Subsampled Fisher Information Matrix.
IEEE Trans. Medical Imaging, 2014

Attenuation Correction Synthesis for Hybrid PET-MR Scanners: Application to Brain Studies.
IEEE Trans. Medical Imaging, 2014

Vector-Valued Image Processing by Parallel Level Sets.
IEEE Trans. Image Process., 2014

A 4D neonatal head model for diffuse optical imaging of pre-term to term infants.
NeuroImage, 2014

Direct parametric reconstruction from undersampled (k, t)-space data in dynamic contrast enhanced MRI.
Medical Image Anal., 2014

Joint Parametric Reconstruction and Motion Correction Framework for Dynamic PET Data.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Low-rank and (X-F)-space sparsity via fast composite splitting for accelerated dynamic MR imaging.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Deblurring Multispectral Laparoscopic Images.
Proceedings of the Information Processing in Computer-Assisted Interventions, 2014

2013
Bayesian Image Reconstruction in Quantitative Photoacoustic Tomography.
IEEE Trans. Medical Imaging, 2013

Numerical Methods for Coupled Reconstruction and Registration in Digital Breast Tomosynthesis.
CoRR, 2013

Attenuation Correction Synthesis for Hybrid PET-MR Scanners.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Fast dynamic MRI via nuclear norm minimization and accelerated proximal gradient.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

2012
Steady-State Model of the Radio-Pharmaceutical Uptake for MR-PET.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

Joint Registration and Limited-Angle Reconstruction of Digital Breast Tomosynthesis.
Proceedings of the Breast Imaging, 2012

Virtual source patterns for fluorescence tomography.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

2011
A Nonrigid Registration Framework Using Spatially Encoded Mutual Information and Free-Form Deformations.
IEEE Trans. Medical Imaging, 2011

PET Image Reconstruction Using Information Theoretic Anatomical Priors.
IEEE Trans. Medical Imaging, 2011

Variable order spherical harmonic expansion scheme for the radiative transport equation using finite elements.
J. Comput. Phys., 2011

Probabilistic Graphical Model of SPECT/MRI.
Proceedings of the Machine Learning in Medical Imaging - Second International Workshop, 2011

4-D Generative Model for PET/MRI Reconstruction.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

Edge preserving bowsher prior with nonlocal weighting for 3D spect reconstruction.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

2010
Combination of Boundary Element Method and Finite Element Method in Diffuse Optical Tomography.
IEEE Trans. Biomed. Eng., 2010

Combined Reconstruction and Registration of Digital Breast Tomosynthesis.
Proceedings of the Digital Mammography, 2010

2009
Diffusion Optical Tomography Using Entropic Priors.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009

Personalised Electromechanical Model of the Heart for the Prediction of the Acute Effects of Cardiac Resynchronisation Therapy.
Proceedings of the Functional Imaging and Modeling of the Heart, 2009

Voxel Based Adaptive Meshless Method for Cardiac Electrophysiology Simulation.
Proceedings of the Functional Imaging and Modeling of the Heart, 2009

2008
Model-Based Imaging of Cardiac Apparent Conductivity and Local Conduction Velocity for Diagnosis and Planning of Therapy.
IEEE Trans. Medical Imaging, 2008

Use of anisotropic modelling in electrical impedance tomography; Description of method and preliminary assessment of utility in imaging brain function in the adult human head.
NeuroImage, 2008

An Atlas-Based Segmentation Propagation Framework Using Locally Affine Registration - Application to Automatic Whole Heart Segmentation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008

3D Digital Breast Tomosynthesis Using Total Variation Regularization.
Proceedings of the Digital Mammography, 2008

2007
Anisotropic Wave Propagation and Apparent Conductivity Estimation in a Fast Electrophysiological Model: Application to XMR Interventional Imaging.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007

2006
Three-dimensional whole-head optical tomography of passive motor evoked responses in the neonate.
NeuroImage, 2006

Dynamic physiological modeling for functional diffuse optical tomography.
NeuroImage, 2006

Three dimensional optical imaging of blood volume and oxygenation in the neonatal brain.
NeuroImage, 2006

Approximation Errors and Model Reduction in Optical Tomography.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

2005
An Inverse Problem Approach to the Estimation of Volume Change.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005

Physiological System Identification with the Kalman Filter in Diffuse Optical Tomography.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005

2004
Diffusion tensor magnetic resonance image regularization.
Medical Image Anal., 2004

Reconstruction of the Heart Boundary from Undersampled Cardiac MRI using Fourier Shape Descriptors and Local Basis Functions.
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004

Time Domain Optical Tomography.
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004

2003
Image reconstruction in optical tomography using local basis functions.
J. Electronic Imaging, 2003

Computational aspects of diffuse optical tomography.
Comput. Sci. Eng., 2003

2001
A Regularization Scheme for Diffusion Tensor Magnetic Resonance Images.
Proceedings of the Information Processing in Medical Imaging, 2001

2000
A method for three-dimensional time-resolved optical tomography.
Int. J. Imaging Syst. Technol., 2000

1999
A survey of hierarchical non-linear medical image registration.
Pattern Recognit., 1999

Active shape focusing.
Image Vis. Comput., 1999

Measurement of hippocampal volume changes in serial MRI scans.
Proceedings of the Medical Imaging 1999: Image Processing, 1999

Non-linear Registration with the Variable Viscosity Fluid Algorithm.
Proceedings of the Information Processing in Medical Imaging, 1999

Non-linear Registration using a Finite Element Method.
Proceedings of the British Machine Vision Conference 1999, 1999

1998
Application of the Extremum Stack to Neurological MRI.
IEEE Trans. Medical Imaging, 1998

1997
Multi-Scale Active Shape Description.
Proceedings of the Scale-Space Theory in Computer Vision, First International Conference, 1997

Multi-Spectral Probabilistic Diffusion Using Bayesian Classification.
Proceedings of the Scale-Space Theory in Computer Vision, First International Conference, 1997

Optimal Data Types in Optical Tomography.
Proceedings of the Information Processing in Medical Imaging, 1997

1996
Multiscale shape description of MR brain images using active contour models.
Proceedings of the Medical Imaging 1996: Image Processing, 1996

1995
Active Contour Models for Shape Description using Multiscale Differential Invariants.
Proceedings of the British Machine Vision Conference, 1995

1993
Application of the finite-element method for the forward and inverse models in optical tomography.
J. Math. Imaging Vis., 1993

Inverse Methods for Optical Tomography.
Proceedings of the Information Processing in Medical Imaging, 1993


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