Missing value chart of candidate variables.

<div><p>Background</p><p>Dengue shock syndrome (DSS), with critical complications encompassing mechanical ventilation (MV), dengue-associated acute liver failure (PALF), and encephalitis, is associated with high mortality in children. Although serum lactate is a recognized pr...

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Bibliographic Details
Main Author:	Nguyen Tat Thanh (10296398) (author)
Other Authors:	Vo Thanh Luan (20396381) (author)
Published:	2025
Subjects:	Microbiology Cell Biology Biotechnology Cancer Virology Chemical Sciences not elsewhere classified svm models achieved recent evidence suggests predicting critical outcomes na &# 239 multiple supervised machine least absolute shrinkage influential predictor among complex metabolic disturbances akaike information criterion 76 &# 8211 65 &# 8211 62 &# 8211 2013 &# 8211 tertiary pediatric center svm ), k shap analysis revealed recognized prognostic biomarker 524 eligible patients early risk stratification serum lactate levels although serum lactate mv ), dengue risk stratification serum lactate secondary analysis prognostic biomarkers palf ), pediatric dss dss patients dss ), including lactate xlink "> study aimed selection operator selected based results support random forest predictive performance nearest neighbor model performance median age logistic regression literature review lb ratio hospital mortality highest performance high mortality fully reflect findings support feature importance
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Missing value chart of candidate variables.

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