Brian F. Hutton

Orcid: 0000-0001-7481-0952

According to our database1, Brian F. Hutton authored at least 37 papers between 1994 and 2023.

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

Timeline

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On csauthors.net:

Bibliography

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

2021
Validation of a combined image derived input function and venous sampling approach for the quantification of [<sup>18</sup>F]GE-179 PET binding in the brain.
NeuroImage, 2021

Imitation learning for improved 3D PET/MR attenuation correction.
Medical Image Anal., 2021

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

PET Reconstruction With Non-Negativity Constraint in Projection Space: Optimization Through Hypo-Convergence.
IEEE Trans. Medical Imaging, 2020

Uncertainty-Aware Multi-resolution Whole-Body MR to CT Synthesis.
Proceedings of the Simulation and Synthesis in Medical Imaging, 2020

2019
Improved MR to CT Synthesis for PET/MR Attenuation Correction Using Imitation Learning.
Proceedings of the Simulation and Synthesis in Medical Imaging, 2019

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

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

Short Acquisition Time PET/MR Pharmacokinetic Modelling Using CNNs.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Deep Boosted Regression for MR to CT Synthesis.
Proceedings of the Simulation and Synthesis in Medical Imaging, 2018

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

A multi-centre evaluation of eleven clinically feasible brain PET/MRI attenuation correction techniques using a large cohort of patients.
NeuroImage, 2017

Short Acquisition Time PET Quantification Using MRI-Based Pharmacokinetic Parameter Synthesis.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

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

ASL-incorporated Pharmacokinetic Modelling of PET Data With Reduced Acquisition Time: Application to Amyloid Imaging.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

2015
Bolstering Heuristics for Statistical Validation of Prediction Algorithms.
Proceedings of the 2015 International Workshop on Pattern Recognition in NeuroImaging, 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
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

The Empirical Variance Estimator for Computer Aided Diagnosis: Lessons for Algorithm Validation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 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

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

2011
A comparison of cost functions for data-driven motion estimation in myocardial perfusion SPECT imaging.
Proceedings of the Medical Imaging 2011: Image Processing, 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

2009
The Application of a Statistical Shape Model to Diaphragm Tracking in Respiratory-Gated Cardiac PET Images.
Proc. IEEE, 2009

2006
Detection and validation of the body edge in low count emission tomography images.
Comput. Methods Programs Biomed., 2006

2003
Practical Aspects of a Data-Driven Motion Correction Approach for Brain SPECT.
IEEE Trans. Medical Imaging, 2003

1998
Dynamic Imaging and Tracer Kinetic Modeling for Emission Tomography Using Rotating Detectors.
IEEE Trans. Medical Imaging, 1998

1994
Automatic detection of arachnoid contours in MR images.
Proceedings of the Visualization in Biomedical Computing 1994, 1994


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