AIMC Topic: Mucocutaneous Lymph Node Syndrome

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Building a Natural Language Processing Tool to Identify Patients With High Clinical Suspicion for Kawasaki Disease from Emergency Department Notes.

Academic emergency medicine : official journal of the Society for Academic Emergency Medicine Apr 13, 2016
OBJECTIVE: Delayed diagnosis of Kawasaki disease (KD) may lead to serious cardiac complications. We sought to create and test the performance of a natural language processing (NLP) tool, the KD-NLP, in the identification of emergency department (ED) ...
Humans Electronic Health Records Sensitivity and Specificity Child Mucocutaneous Lymph Node Syndrome Natural Language Processing Emergency Service, Hospital Data Mining
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Similarity of immune-associated markers in COVID-19 and Kawasaki disease: analyses from bioinformatics and machine learning.

BMC pediatrics May 19, 2025
BACKGROUND: Infection by the SARS-CoV-2 virus can cause coronavirus disease 2019 (COVID-19) and can also exacerbate the symptoms of Kawasaki disease (KD), an acute vasculitis that mostly affects children. This study used bioinformatics and machine le...
Humans Machine Learning COVID-19 Biomarkers SARS-CoV-2 Gene Expression Profiling Protein Interaction Maps Gene Regulatory Networks Computational Biology Mucocutaneous Lymph Node Syndrome
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Mechanistic role of pyroptosis in Kawasaki disease: An integrative bioinformatics analysis of immune dysregulation, machine learning-based biomarker discovery, WGCNA, and drug repurposing insights.

PloS one Jan 1, 2025
Kawasaki disease (KD) is an acute vasculitis that primarily affects children under five and is a leading cause of acquired heart disease in this age group. Despite the standard treatment with intravenous immunoglobulin (IVIG), approximately 10-20% of...
Humans Machine Learning Biomarkers Molecular Docking Simulation Gene Expression Profiling Transcriptome Gene Regulatory Networks Computational Biology Mucocutaneous Lymph Node Syndrome Drug Repositioning Pyroptosis Myeloid Differentiation Factor 88
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A Deep Learning Framework for Image-Based Screening of Kawasaki Disease.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2023
Kawasaki disease (KD) is a leading cause of acquired heart disease in children and is characterized by the presence of a combination of five clinical signs assessed during the physical examination. Timely treatment of intravenous immunoglobin is need...
Humans Deep Learning Child Mucocutaneous Lymph Node Syndrome Fever Coronary Vessels
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