Brian F. Hutton

Publication Activity (10 Years)

Years Active: 1994-2023
Publications (10 Years): 24

Top Topics

Variance Estimator

Image Reconstruction

Magnetic Resonance

Top Venues

IEEE Trans. Medical Imaging

Publications

Robert Twyman, Simon R. Arridge, Zeljko Kereta, Bangti Jin, Ludovica Brusaferri, Sangtae Ahn, Charles W. Stearns, Brian F. Hutton, Irene A. Burger, Fotis Kotasidis, Kris Thielemans
An Investigation of Stochastic Variance Reduction Algorithms for Relative Difference Penalized 3D PET Image Reconstruction. IEEE Trans. Medical Imaging 42 (1) (2023)
Kerstin Kläser, Thomas Varsavsky, Pawel Markiewicz, Tom Vercauteren, Alexander Hammers, David Atkinson, Kris Thielemans, Brian F. Hutton, Manuel Jorge Cardoso, Sébastien Ourselin
Imitation learning for improved 3D PET/MR attenuation correction. Medical Image Anal. 71 (2021)
Marian Galovic, Kjell Erlandsson, Tim D. Fryer, Young T. Hong, Roido Manavaki, Hasan Sari, Sarah Chetcuti, Benjamin A. Thomas, Martin Fisher, Selena Sephton, Roberto Canales, Joseph J. Russell, Kerstin Sander, Erik Årstad, Franklin I. Aigbirhio, Ashley M. Groves, John S. Duncan, Kris Thielemans, Brian F. Hutton, Jonathan P. Coles, Matthias J. Koepp
F]GE-179 PET binding in the brain. NeuroImage 237 (2021)
Alexandre Bousse, Matias Courdurier, Élise Émond, Kris Thielemans, Brian F. Hutton, Pablo Irarrazaval, Dimitris Visvikis
PET Reconstruction With Non-Negativity Constraint in Projection Space: Optimization Through Hypo-Convergence. IEEE Trans. Medical Imaging 39 (1) (2020)
Kerstin Kläser, Pedro Borges, Richard Shaw, Marta Ranzini, Marc Modat, David Atkinson, Kris Thielemans, Brian F. Hutton, Vicky Goh, Gary Cook, M. Jorge Cardoso, Sébastien Ourselin
Uncertainty-Aware Multi-resolution Whole-Body MR to CT Synthesis. SASHIMI@MICCAI (2020)
Yu-Jung Tsai, Georg Schramm, Sangtae Ahn, Alexandre Bousse, Simon R. Arridge, Johan Nuyts, Brian F. Hutton, Charles W. Stearns, Kris Thielemans
Benefits of Using a Spatially-Variant Penalty Strength With Anatomical Priors in PET Reconstruction. IEEE Trans. Medical Imaging 39 (1) (2020)
Kerstin Kläser, Thomas Varsavsky, Pawel Markiewicz, Tom Vercauteren, David Atkinson, Kris Thielemans, Brian F. Hutton, M. Jorge Cardoso, Sébastien Ourselin
Improved MR to CT Synthesis for PET/MR Attenuation Correction Using Imitation Learning. SASHIMI@MICCAI (2019)
Kerstin Kläser, Thomas Varsavsky, Pawel Markiewicz, Tom Vercauteren, David Atkinson, Kris Thielemans, Brian F. Hutton, M. Jorge Cardoso, Sébastien Ourselin
Improved MR to CT synthesis for PET/MR attenuation correction using Imitation Learning. CoRR (2019)
Yu-Jung Tsai, Alexandre Bousse, Matthias J. Ehrhardt, Charles W. Stearns, Sangtae Ahn, Brian F. Hutton, Simon R. Arridge, Kris Thielemans
Fast Quasi-Newton Algorithms for Penalized Reconstruction in Emission Tomography and Further Improvements via Preconditioning. IEEE Trans. Medical Imaging 37 (4) (2018)
Kerstin Kläser, Pawel Markiewicz, Marta Bianca Maria Ranzini, Wenqi Li, Marc Modat, Brian F. Hutton, David Atkinson, Kris Thielemans, M. Jorge Cardoso, Sébastien Ourselin
Deep Boosted Regression for MR to CT Synthesis. SASHIMI@MICCAI (2018)
Catherine J. Scott, Jieqing Jiao, M. Jorge Cardoso, Kerstin Kläser, Andrew Melbourne, Pawel J. Markiewicz, Jonathan M. Schott, Brian F. Hutton, Sébastien Ourselin
Short Acquisition Time PET/MR Pharmacokinetic Modelling Using CNNs. MICCAI (1) (2018)
Kerstin Kläser, Pawel Markiewicz, Marta Bianca Maria Ranzini, Wenqi Li, Marc Modat, Brian F. Hutton, David Atkinson, Kris Thielemans, M. Jorge Cardoso, Sébastien Ourselin
Deep Boosted Regression for MR to CT Synthesis. CoRR (2018)
Pawel J. Markiewicz, Matthias J. Ehrhardt, Kjell Erlandsson, Philip J. Noonan, Anna Barnes, Jonathan M. Schott, David Atkinson, Simon R. Arridge, Brian F. Hutton, Sébastien Ourselin
NiftyPET: a High-throughput Software Platform for High Quantitative Accuracy and Precision PET Imaging and Analysis. Neuroinformatics 16 (1) (2018)
Claes Nøhr Ladefoged, Ian Law, Udunna Anazodo, Keith St. Lawrence, David Izquierdo-Garcia, Ciprian Catana, Ninon Burgos, M. Jorge Cardoso, Sébastien Ourselin, Brian F. Hutton, Ines Merida, Nicolas Costes, Alexander Hammers, Didier Benoit, Søren Holm, Meher R. Juttukonda, Hongyu An, Jorge Cabello, Mathias Lukas, Stephan G. Nekolla, Sibylle Ziegler, Matthias Fenchell, Bjoern Jakoby, Michael E. Casey, Tammie L. Benzinger, Liselotte Højgaard, Adam Espe Hansen, Flemming Littrup Andersen
A multi-centre evaluation of eleven clinically feasible brain PET/MRI attenuation correction techniques using a large cohort of patients. NeuroImage 147 (2017)
Catherine J. Scott, Jieqing Jiao, M. Jorge Cardoso, Andrew Melbourne, Enrico De Vita, David Thomas, Ninon Burgos, Pawel Markiewicz, Jonathan M. Schott, Brian F. Hutton, Sébastien Ourselin
Short Acquisition Time PET Quantification Using MRI-Based Pharmacokinetic Parameter Synthesis. MICCAI (2) (2017)
Jieqing Jiao, Alexandre Bousse, Kris Thielemans, Ninon Burgos, Philip S. J. Weston, Jonathan M. Schott, David Atkinson, Simon R. Arridge, Brian F. Hutton, Pawel Markiewicz, Sébastien Ourselin
Direct Parametric Reconstruction With Joint Motion Estimation/Correction for Dynamic Brain PET Data. IEEE Trans. Medical Imaging 36 (1) (2017)
Alexandre Bousse, Ottavia Bertolli, David Atkinson, Simon R. Arridge, Sébastien Ourselin, Brian F. Hutton, Kris Thielemans
Maximum-Likelihood Joint Image Reconstruction/Motion Estimation in Attenuation-Corrected Respiratory Gated PET/CT Using a Single Attenuation Map. IEEE Trans. Medical Imaging 35 (1) (2016)
Catherine J. Scott, Jieqing Jiao, Andrew Melbourne, Jonathan M. Schott, Brian F. Hutton, Sébastien Ourselin
ASL-incorporated Pharmacokinetic Modelling of PET Data With Reduced Acquisition Time: Application to Amyloid Imaging. MICCAI (3) (2016)
Matthias J. Ehrhardt, Pawel Markiewicz, Maria Liljeroth, Anna Barnes, Ville Kolehmainen, John S. Duncan, Luis Pizarro, David Atkinson, Brian F. Hutton, Sébastien Ourselin, Kris Thielemans, Simon R. Arridge
PET Reconstruction With an Anatomical MRI Prior Using Parallel Level Sets. IEEE Trans. Medical Imaging 35 (9) (2016)
Ninon Burgos, Manuel Jorge Cardoso, Alex F. Mendelson, Jonathan M. Schott, David Atkinson, Simon R. Arridge, Brian F. Hutton, Sébastien Ourselin
Subject-specific Models for the Analysis of Pathological FDG PET Data. MICCAI (2) (2015)
Jieqing Jiao, Pawel Markiewicz, Ninon Burgos, David Atkinson, Brian F. Hutton, Simon R. Arridge, Sébastien Ourselin
Detail-Preserving PET Reconstruction with Sparse Image Representation and Anatomical Priors. IPMI (2015)
Richard Manber, David Atkinson, Kris Thielemans, Brian F. Hutton, Anna Barnes, Celia O'Meara, Simon Wan, Sébastien Ourselin, Simon R. Arridge
Practical PET respiratory motion correction in clinical simultaneous PET/MR. ISBI (2015)
Ninon Burgos, Manuel Jorge Cardoso, Filipa Guerreiro, Catarina Veiga, Marc Modat, Jamie McClelland, Antje-Christin Knopf, Shonit Punwani, David Atkinson, Simon R. Arridge, Brian F. Hutton, Sébastien Ourselin
Robust CT Synthesis for Radiotherapy Planning: Application to the Head and Neck Region. MICCAI (2) (2015)
Alex F. Mendelson, Maria A. Zuluaga, Brian F. Hutton, Sébastien Ourselin
Bolstering Heuristics for Statistical Validation of Prediction Algorithms. PRNI (2015)
Niccolo Fuin, Stefano Pedemonte, Simon R. Arridge, Sébastien Ourselin, Brian F. Hutton
Efficient Determination of the Uncertainty for the Optimization of SPECT System Design: A Subsampled Fisher Information Matrix. IEEE Trans. Medical Imaging 33 (3) (2014)
Jieqing Jiao, Alexandre Bousse, Kris Thielemans, Pawel Markiewicz, Ninon Burgos, David Atkinson, Simon R. Arridge, Brian F. Hutton, Sébastien Ourselin
Joint Parametric Reconstruction and Motion Correction Framework for Dynamic PET Data. MICCAI (1) (2014)
Ninon Burgos, Manuel Jorge Cardoso, Kris Thielemans, Marc Modat, Stefano Pedemonte, John C. Dickson, Anna Barnes, Rebekah Ahmed, Colin J. Mahoney, Jonathan M. Schott, John S. Duncan, David Atkinson, Simon R. Arridge, Brian F. Hutton, Sébastien Ourselin
Attenuation Correction Synthesis for Hybrid PET-MR Scanners: Application to Brain Studies. IEEE Trans. Medical Imaging 33 (12) (2014)
Alex F. Mendelson, Maria A. Zuluaga, Lennart Thurfjell, Brian F. Hutton, Sébastien Ourselin
The Empirical Variance Estimator for Computer Aided Diagnosis: Lessons for Algorithm Validation. MICCAI (2) (2014)
Ninon Burgos, Manuel Jorge Cardoso, Marc Modat, Stefano Pedemonte, John C. Dickson, Anna Barnes, John S. Duncan, David Atkinson, Simon R. Arridge, Brian F. Hutton, Sébastien Ourselin
Attenuation Correction Synthesis for Hybrid PET-MR Scanners. MICCAI (1) (2013)
Stefano Pedemonte, Manuel Jorge Cardoso, Simon R. Arridge, Brian F. Hutton, Sébastien Ourselin
Steady-State Model of the Radio-Pharmaceutical Uptake for MR-PET. MICCAI (1) (2012)
Joyeeta Mitra Mukherjee, P. Hendrik Pretorius, Karen L. Johnson, Brian F. Hutton, Michael A. King
A comparison of cost functions for data-driven motion estimation in myocardial perfusion SPECT imaging. Medical Imaging: Image Processing (2011)
Stefano Pedemonte, Alexandre Bousse, Brian F. Hutton, Simon R. Arridge, Sébastien Ourselin
Probabilistic Graphical Model of SPECT/MRI. MLMI (2011)
Daniil Kazantsev, Alexandre Bousse, Stefano Pedemonte, Simon R. Arridge, Brian F. Hutton, Sébastien Ourselin
Edge preserving bowsher prior with nonlocal weighting for 3D spect reconstruction. ISBI (2011)
Stefano Pedemonte, Alexandre Bousse, Brian F. Hutton, Simon R. Arridge, Sébastien Ourselin
4-D Generative Model for PET/MRI Reconstruction. MICCAI (1) (2011)
Sarah J. McQuaid, Tryphon Lambrou, Vincent J. Cunningham, Valentino Bettinardi, Maria Carla Gilardi, Brian F. Hutton
The Application of a Statistical Shape Model to Diaphragm Tracking in Respiratory-Gated Cardiac PET Images. Proc. IEEE 97 (12) (2009)
Leighton R. Barnden, John C. Dickson, Brian F. Hutton
Detection and validation of the body edge in low count emission tomography images. Comput. Methods Programs Biomed. 84 (2-3) (2006)
A. Z. Kyme, Brian F. Hutton, R. L. Hatton, D. W. Skerrett, Leighton R. Barnden
Practical Aspects of a Data-Driven Motion Correction Approach for Brain SPECT. IEEE Trans. Medical Imaging 22 (6) (2003)
Chi-Hoi Lau, David Dagan Feng, Brian F. Hutton, Daniel Pak-Kong Lun, Wan-Chi Siu
Dynamic Imaging and Tracer Kinetic Modeling for Emission Tomography Using Rotating Detectors. IEEE Trans. Medical Imaging 17 (6) (1998)
Babak A. Ardekani, Michael Braun, Brian F. Hutton, Iwao Kanno
Automatic detection of arachnoid contours in MR images. VBC (1994)