PET reconstruction of the posterior image probability, including multimodal images

M Filipović, E Barat, T Dautremer… - IEEE transactions on …, 2018 - ieeexplore.ieee.org
In PET image reconstruction, it would be useful to obtain the entire posterior probability
distribution of the image, because it allows for both estimating image intensity and assessing …

GATE Simulation of Hadrontherapy Treatment Combined With a PET Imaging System for Dose Monitoring: A Feasibility Study

S Jan, T Frisson, D Sarrut - IEEE Transactions on Nuclear …, 2013 - ieeexplore.ieee.org
The GATE package is used to perform Monte Carlo hadrontherapy simulations of a cancer
treatment combined with the complete description of an associated positron emission …

Dynamic and clinical PET data reconstruction: A nonparametric Bayesian approach

MD Fall, É Barai, C Comtat, T Dautremer… - … on Image Processing, 2013 - ieeexplore.ieee.org
We propose a nonparametric and Bayesian method for reconstructing dynamic Positron
Emission Tomography (PET) images from clinical data. PET is a nuclear medicine imaging …

Bayesian Nonparametrics and Biostatistics: The Case of PET Imaging

MD Fall - The International Journal of Biostatistics, 2019 - degruyter.com
Biostatistic applications often require to collect and analyze a massive amount of data.
Hence, it has become necessary to consider new statistical paradigms that perform well in …

Voxel-Based Lesion-Symptom Mapping: A Nonparametric Bayesian Approach

MD Fall, E Lavau, P Auzou - 2018 IEEE International …, 2018 - ieeexplore.ieee.org
The study of brain-injured patients (or lesion-based analysis) is a powerful paradigm for
investigating structure-function relationships using neuroimaging techniques. Voxel-based …