Christel Faes

14 papers Journal 10Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Penalized distributed lag non-linear models for small area data using Laplacian-P-splines.
Stat. Comput.
Sara Rutten, Bryan Sumalinab, Oswaldo Gressani, Thomas Neyens, Elisa Duarte, Niel Hens, Christel Faes
2025 J jnl
Bayesian Nowcasting with Laplacian-P-Splines.
J. Comput. Graph. Stat.
Bryan Sumalinab, Oswaldo Gressani, Niel Hens, Christel Faes
2024 J jnl
The influence of resolution on the predictive power of spatial heterogeneity measures as biomarkers of liver fibrosis.
Comput. Biol. Medicine
Jari Claes, Annelies Agten, Alfonso Blázquez-Moreno, Marjolein Crabbe, Marianne Tuefferd, Hinrich Goehlmann, Helena Geys, Cheng-Yuan Peng, Thomas Neyens, Christel Faes
2023 J jnl
Measures of spatial heterogeneity in the liver tissue micro-environment as predictive factors for fibrosis score.
Comput. Biol. Medicine
Annelies Agten, Alfonso Blázquez-Moreno, Marjolein Crabbe, Marianne Tuefferd, Hinrich Goehlmann, Helena Geys, Cheng-Yuan Peng, Jari Claes, Thomas Neyens, Christel Faes
2022 J jnl
EpiLPS: A fast and flexible Bayesian tool for estimation of the time-varying reproduction number.
PLoS Comput. Biol.
Oswaldo Gressani, Jacco Wallinga, Christian L. Althaus, Niel Hens, Christel Faes
2022 J jnl
Inferring age-specific differences in susceptibility to and infectiousness upon SARS-CoV-2 infection based on Belgian social contact data.
PLoS Comput. Biol.
Nicolas Franco, Pietro Coletti, Lander Willem, Leonardo Angeli, Adrien Lajot, Steven Abrams, Philippe Beutels, Christel Faes, Niel Hens
2021 J jnl
On realized serial and generation intervals given control measures: The COVID-19 pandemic case.
PLoS Comput. Biol.
Andrea Torneri, Pieter Libin, Gianpaolo Scalia Tomba, Christel Faes, James G. Wood, Niel Hens
2020 — conf
Enhancing Discovered Process Models Using Bayesian Inference and MCMC.
Business Process Management Workshops
Gert Janssenswillen, Benoît Depaire, Christel Faes
2019 J jnl
Integrated nested Laplace approximation for the analysis of count data via the combined model: A simulation study.
Commun. Stat. Simul. Comput.
Thomas Neyens, Christel Faes, Geert Molenberghs
2017 — conf
Assessing the Predictive Performance of Survival Models with Longitudinal Data.
ICCSA (2)
Ipek Guler, Christel Faes, Francisco Gude, Carmen Cadarso-Suárez
2016 J jnl
Multiscale modeling approach for hierarchical aligned aggregated small area health data.
ACM SIGSPATIAL Special
Mehreteab Aregay, Andrew B. Lawson, Christel Faes, Russell S. Kirby, Rachel B. Carroll, Kevin Watjou
2014 — conf
Bayesian multiscale modeling for aggregated disease mapping data.
HealthGIS
Mehreteab Aregay, Andrew B. Lawson, Christel Faes, Russell S. Kirby
2014 — conf
Joint Modelling for Longitudinal and Time-to-Event Data: Application to Liver Transplantation Data.
ICCSA (3)
Ipek Guler, Laura Calaza-Díaz, Christel Faes, Carmen Cadarso-Suárez, Elena Giraldez, Francisco Gude
2006 J jnl
A hierarchical modeling approach for risk assessment in developmental toxicity studies.
Comput. Stat. Data Anal.
Christel Faes, Helena Geys, Marc Aerts, Geert Molenberghs