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Arxiv
5d
179
Image Credit: Arxiv
Application of machine learning models to predict the relationship between air pollution, ecosystem degradation, and health disparities and lung cancer in Vietnam
- Lung cancer is a major cause of death in Vietnam, with high disease rates and public health burden.
- The study focuses on understanding the sources of lung cancer in Vietnam, considering environmental features, health state, and the country's socioeconomic and ecological context.
- Large datasets, including patient health records and environmental indicators, are utilized to determine causal correlations and identify cancer risk patterns.
- Machine learning models, such as Decision Tree, Random Forest, and Support Vector Machine, show promising results in identifying disease patterns with high accuracy.
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