AIMC Topic: Severe Fever with Thrombocytopenia Syndrome

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A machine learning model for mortality prediction in patients with severe fever with thrombocytopenia syndrome: a prospective, multicenter cohort study.

Emerging microbes & infections Jun 19, 2025
Severe fever with thrombocytopenia syndrome (SFTS) is an emerging infectious disease that imposes a considerable medical burden. In this study, we enrolled 1,606 SFTS patients, developed and validated machine learning models for mortality prediction,...
Humans Machine Learning Algorithms Prospective Studies Female Aged Adult Male Middle Aged Severe Fever with Thrombocytopenia Syndrome Phlebovirus
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Identification of early prognostic biomarkers in Severe Fever with Thrombocytopenia Syndrome using machine learning algorithms.

Annals of medicine Jan 13, 2025
OBJECTIVE: We aimed at identifying acute phase biomarkers in Severe Fever with Thrombocytopenia Syndrome (SFTS), and to establish a model to predict mortality outcomes.
Humans Machine Learning Algorithms Biomarkers Prognosis Retrospective Studies Female Aged Adult Male Middle Aged Disease Progression Severe Fever with Thrombocytopenia Syndrome
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Time-Course Transcriptome Analysis Reveals Distinct Phases and Identifies Two Key Genes during Severe Fever with Thrombocytopenia Syndrome Virus Infection in PMA-Induced THP-1 Cells.

Viruses Dec 29, 2023
In recent years, there have been significant advancements in the research of Severe Fever with Thrombocytopenia Syndrome Virus (SFTSV). However, several limitations and challenges still exist. For instance, researchers face constraints regarding expe...
Humans Gene Expression Profiling Transcriptome Cluster Analysis Severe Fever with Thrombocytopenia Syndrome THP-1 Cells
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Estimating severe fever with thrombocytopenia syndrome transmission using machine learning methods in South Korea.

Scientific reports Nov 8, 2021
Severe fever with thrombocytopenia syndrome (SFTS) is an emerging tick-borne infectious disease in China, Japan, and Korea. This study aimed to estimate the monthly SFTS occurrence and the monthly number of SFTS cases in the geographical area in Kore...
Humans Machine Learning Computer Simulation Republic of Korea Female Risk Factors Aged Male Middle Aged Regression Analysis Severe Fever with Thrombocytopenia Syndrome Climate Travel-Related Illness Epidemiological Models Mountaineering
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