Bayesian calibration, validation and uncertainty quantification for predictive modelling of tumour growth: A tutorial

In this work, we present a pedagogical tumour growth example, in which we apply calibration and validation techniques to an uncertain, Gompertzian model of tumour spheroid growth. The key contribution of this article is the discussion and application of these methods (that are not commonly employed...

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Bibliographic Details
Main Authors: Collis, J, Conner, A, Paczkowski, M, Kannan, P, Pitt-Francis, J, Byrne, H, Hubbard, M
Format: Journal article
Published: Springer Verlag 2017