Utilizing Artificial Intelligence to Predict and Analyze Socioeconomic, Environmental, and Healthcare Factors Driving Tuberculosis Globally
10 Articles
10 Articles
Utilizing artificial intelligence to predict and analyze socioeconomic, environmental, and healthcare factors driving tuberculosis globally
Tuberculosis (TB) is a major global health issue, contributing significantly to mortality and morbidity rates worldwide. Socioeconomic, environmental, and healthcare factors significantly impact TB trends. Therefore, we aimed to predict TB and identify the determinants of the disease using advanced artificial intelligence (AI). This study employed the advanced machine learning (ML) model, XGBoost (eXtreme gradient boosting), combined with XAI (e…
There were 3488 new cases of tuberculosis in Argentina, a figure that exceeds the median of the previous five years, which was 2530 cases.
Tuberculosis cases in Argentina increased 38% during the first quarter of 2025, as immunization rates remain low despite the widely demonstrated benefits, according to the National Epidemiological Bulletin (BEN) of the week of April 14 that was known in the last hours. During this period, 3,488 new cases of the disease were recorded, a figure that considerably exceeds the average of the previous five years, which was 2,530. "Vaccinations save be…

Tuberculosis cases in Argentina increased by 38% as immunization rates remain low despite the widely demonstrated benefits, it is essential to refocus the importance of vaccines. Today, in particular, we are talking about the BCG vaccine developed to prevent serious forms of tuberculosis (TB), an infectious disease that, although preventable and curable, remains a problem in our country. According to the National Epidemiological Bulletin (BEN) o…
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