ABC in Nuclear Imaging
Applications
2016-08-01 v1
Abstract
We consider the application of approximate Bayesian Computation (ABC) in the context of medical imaging data. We consider the parameter estimation of compartmental models in PET imaging analysis, and provide a simple ABC algorithm for its estimation. We demonstrate the utility of the proposed estimation methods on a neurotransmitter response model, and compare our approach to existing methods.
Cite
@article{arxiv.1607.08678,
title = {ABC in Nuclear Imaging},
author = {Y. Fan and S. R. Meikle and G. Angelis and A. Sitek},
journal= {arXiv preprint arXiv:1607.08678},
year = {2016}
}