AIMC Topic: Neonatal Sepsis

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Machine Learning Used to Compare the Diagnostic Accuracy of Risk Factors, Clinical Signs and Biomarkers and to Develop a New Prediction Model for Neonatal Early-onset Sepsis.

The Pediatric infectious disease journal Mar 1, 2022
BACKGROUND: Current strategies for risk stratification and prediction of neonatal early-onset sepsis (EOS) are inefficient and lack diagnostic performance. The aim of this study was to use machine learning to analyze the diagnostic accuracy of risk f...
Humans Machine Learning Anti-Bacterial Agents Prospective Studies Biomarkers Female Infant, Newborn Risk Factors Male Infant ROC Curve C-Reactive Protein Neonatal Sepsis
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Interleukin-6 and interleukin-8 in diagnosing neonatal septicemia.

Journal of biological regulators and homeostatic agents Jan 1, 2016
Neonatal septicemia (NS) is a common cause of death of newborn infants, hence early diagnosis and treatment are of the utmost importance. However, lack of specific clinical symptoms and late detection delay a correct diagnosis. It is therefore of gre...
Humans Interleukin-6 Prospective Studies Female Infant, Newborn Sensitivity and Specificity Male ROC Curve Enzyme-Linked Immunosorbent Assay Area Under Curve Interleukin-8 Neonatal Sepsis
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