Emulator-based Bayesian calibration of the CISNET colorectal cancer models.

Carlos Pineda-Antunez Claudia L Seguin Luuk A van DuurenAmy B KnudsenBarak Davidi Pedro Nascimento de Lima Carolyn M Rutter Karen M Kuntz Iris Lansdorp-Vogelaar Nicholson Collier Jonathan Ozik Fernando Alarid-Escudero

Published in: medRxiv : the preprint server for health sciences (2023)

Using ANN emulators is a practical solution to reduce the computational burden and complexity for Bayesian calibration of individual-level simulation models used for policy analysis, like the CISNET CRC models.

Keyphrases

healthcare
public health
mental health
low cost
risk factors