Christel Faes

According to our database, Christel Faes authored at least 12 papers between 2006 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

The influence of resolution on the predictive power of spatial heterogeneity measures as biomarkers of liver fibrosis.

Jari Claes, Annelies Agten, Alfonso Blázquez-Moreno, Marjolein Crabbe, Marianne Tuefferd, Hinrich Goehlmann, Helena Geys, Cheng-Yuan Peng, Thomas Neyens, Christel Faes

Comput. Biol. Medicine, 2024

2023

Measures of spatial heterogeneity in the liver tissue micro-environment as predictive factors for fibrosis score.

Annelies Agten, Alfonso Blázquez-Moreno, Marjolein Crabbe, Marianne Tuefferd, Hinrich Goehlmann, Helena Geys, Cheng-Yuan Peng, Jari Claes, Thomas Neyens, Christel Faes

Comput. Biol. Medicine, October, 2023

2022

EpiLPS: A fast and flexible Bayesian tool for estimation of the time-varying reproduction number.

Oswaldo Gressani, Jacco Wallinga, Christian L. Althaus, Niel Hens, Christel Faes

PLoS Comput. Biol., October, 2022

Inferring age-specific differences in susceptibility to and infectiousness upon SARS-CoV-2 infection based on Belgian social contact data.

Nicolas Franco, Pietro Coletti, Lander Willem, Leonardo Angeli, Adrien Lajot, Steven Abrams, Philippe Beutels, Christel Faes, Niel Hens

PLoS Comput. Biol., 2022

2021

On realized serial and generation intervals given control measures: The COVID-19 pandemic case.

Andrea Torneri, Pieter Libin, Gianpaolo Scalia Tomba, Christel Faes, James G. Wood, Niel Hens

PLoS Comput. Biol., 2021

2020

Enhancing Discovered Process Models Using Bayesian Inference and MCMC.

Gert Janssenswillen, Benoît Depaire, Christel Faes

Proceedings of the Business Process Management Workshops, 2020

2019

Integrated nested Laplace approximation for the analysis of count data via the combined model: A simulation study.

Thomas Neyens, Christel Faes, Geert Molenberghs

Commun. Stat. Simul. Comput., 2019

2017

Assessing the Predictive Performance of Survival Models with Longitudinal Data.

Ipek Guler, Christel Faes, Francisco Gude, Carmen Cadarso-Suárez

Proceedings of the Computational Science and Its Applications - ICCSA 2017, 2017

2016

Multiscale modeling approach for hierarchical aligned aggregated small area health data.

Mehreteab Aregay, Andrew B. Lawson, Christel Faes, Russell S. Kirby, Rachel B. Carroll, Kevin Watjou

ACM SIGSPATIAL Special, 2016

2014

Joint Modelling for Longitudinal and Time-to-Event Data: Application to Liver Transplantation Data.

Ipek Guler, Laura Calaza-Díaz, Christel Faes, Carmen Cadarso-Suárez, Elena Giraldez, Francisco Gude

Proceedings of the Computational Science and Its Applications - ICCSA 2014 - 14th International Conference, Guimarães, Portugal, June 30, 2014

Bayesian multiscale modeling for aggregated disease mapping data.

Mehreteab Aregay, Andrew B. Lawson, Christel Faes, Russell S. Kirby

Proceedings of the Third ACM SIGSPATIAL International Workshop on the Use of GIS in Public Health, 2014

2006

A hierarchical modeling approach for risk assessment in developmental toxicity studies.

Christel Faes, Helena Geys, Marc Aerts, Geert Molenberghs

Comput. Stat. Data Anal., 2006