Prediction of inpatient mortality in hospitalised children in low- and middle-income countries: An external validation of paediatric mortality risk scores

All scores demonstrated lower validation performance than originally reported. Among children without wasting, most risk prediction scores performed acceptably whilst in malnourished children they performed poorly. There is a need for a malnutrition specific score. Further research is needed on specific actions in responding to scores. Integration into future guidelines will require acknowledging staffing, resources and workflows.

Authors

Institutions

Publication Details

Journal
Journal of Global Health
Published
2024-12-30
DOI
https://doi.org/10.7189/jogh.14.04235
Citations
3
Primary Topic
Global Maternal and Child Health
Type
article
Field-Weighted Citation Impact
3.33

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Prediction of inpatient mortality in hospitalised children in low- and middle-income countries: An external validation of paediatric mortality risk scores

Amelie von Saint André-von Arnim, Robert Bandsma, James Alexander Berkley, Daniëlla Brals et al.
3 citations
Journal of Global Health
Global Maternal and Child Health
3.33
article

Prediction of inpatient mortality in hospitalised children in low- and middle-income countries: An external validation of paediatric mortality risk scores

Amelie von Saint André-von Arnim, Robert Bandsma, James Alexander Berkley, Daniëlla Brals, Judd L. Walson, Assaf P. Oron, Wieger P. Voskuijl, Ezekiel Mupere, Moses M. Ngari, Narshion Ngao, Christopher Lwanga, Farzana Afroze, Mohammod Jobayer Chisti, Ananda Pradhan
article en
3 citations

Abstract

All scores demonstrated lower validation performance than originally reported. Among children without wasting, most risk prediction scores performed acceptably whilst in malnourished children they performed poorly. There is a need for a malnutrition specific score. Further research is needed on specific actions in responding to scores. Integration into future guidelines will require acknowledging staffing, resources and workflows.

Journal of Global HealthVol. 14
Seattle Children's Hospital (US), University of Toronto (CA), University of Washington (US), International Centre for Diarrhoeal Disease Research (BD), Kamuzu Central Hospital (MW), Hospital for Sick Children (CA), Kenya Medical Research Institute (KE), Institute for Health Metrics and Evaluation (US), University of Oxford (GB), Emma Kinderziekenhuis (NL), Amsterdam Institute for Global Health and Development (NL), The Childhood Acute Illness and Nutrition Network (KE), Amsterdam University Medical Centers (NL), Kamuzu University of Health Sciences (MW), Makerere University (UG), University of Amsterdam (NL)
Bill and Melinda Gates Foundation
Openalex Percentile: Top 7%
Global Maternal and Child Health
3.33
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.