AIMC Topic: Communicable Diseases, Imported

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A Machine Learning Model for Evaluating Imported Disease Screening Strategies in Immigrant Populations.

The American journal of tropical medicine and hygiene Sep 20, 2021
Given the high prevalence of imported diseases in immigrant populations, it has postulated the need to establish screening programs that allow their early diagnosis and treatment. We present a mathematical model based on machine learning methodologie...
Humans Machine Learning Retrospective Studies Female Infant, Newborn Aged Aged, 80 and over Young Adult Adult Cross-Sectional Studies Male Middle Aged Infant Prevalence Africa Adolescent Child, Preschool Child Models, Theoretical Mexico Mass Screening Early Diagnosis Spain Emigrants and Immigrants Asia South America Central America Communicable Diseases, Imported
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MALrisk: a machine-learning-based tool to predict imported malaria in returned travellers with fever.

Journal of travel medicine Dec 10, 2024
BACKGROUND: Early diagnosis is key to reducing the morbi-mortality associated with P. falciparum malaria among international travellers. However, access to microbiological tests can be challenging for some healthcare settings. Artificial Intelligence...
Humans Machine Learning Prospective Studies Female Adult Male Middle Aged Malaria Fever Antimalarials Malaria, Falciparum Travel Communicable Diseases, Imported
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