Relaxometry models compared with Bayesian techniques: ganglioside micelle example

Abstract

The developed Bayesian technique provide progress in model comparison (right panel), compared to the corresponding ambiguous χ2-best fit (left panel).

Glucose exchange parameters in a subset of physiological conditions

“…A rigorous conclusion about the number of parameters in series of models, can be reached using the Bayesian approach of ref. 29 . Such an approach is beyond the scope of this study.…”

“…23 In this study, we used the methods implemented in ref. 29, modified and rewritten into Python language.…”