Estimating risk of long COVID using a Bayesian network-based decision support tool

The decision-support tool can be used by individuals or in conjunction with clinicians for shared decision-making on vaccination, pursuing early drug treatment during acute infection, and continuing protective behaviors such as masking and social distancing. The model can also generate population-level estimates of outcomes to assist public health decision-makers to design better-informed public health policies.

Institutions

Publication Details

Journal
Vaccine
Published
2025-12-18
DOI
https://doi.org/10.1016/j.vaccine.2025.128127
Primary Topic
Long-Term Effects of COVID-19
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Estimating risk of long COVID using a Bayesian network-based decision support tool

Vaccine
Long-Term Effects of COVID-19
article

Estimating risk of long COVID using a Bayesian network-based decision support tool

article en

Abstract

The decision-support tool can be used by individuals or in conjunction with clinicians for shared decision-making on vaccination, pursuing early drug treatment during acute infection, and continuing protective behaviors such as masking and social distancing. The model can also generate population-level estimates of outcomes to assist public health decision-makers to design better-informed public health policies.

VaccineVol. 72
The University of Sydney (AU), The University of Queensland (AU), Flinders University (AU)
Openalex Percentile: Top 44%
Long-Term Effects of COVID-19
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Estimating risk of long COVID using a Bayesian network-based decision support tool · Vaccine (2025) | TGRS Research Map | TGRS