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widespread transmission and periodic outbreaks. The Ministry of Public 
            
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Health in Thailand has implemented various measures to control the 
            
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spread of the virus, including testing, contact tracing, and 
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spread of the virus, including testing, contact tracing, and 
            
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quarantine protocols. Vaccination campaigns have been initiated to 
            
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enhance immunity and curb the transmission. Public awareness campaigns 
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enhance immunity and curb the transmission. Public awareness campaigns 
            
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and compliance with preventive measures, such as wearing masks and 
            
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practicing physical distancing, have been emphasized. Continued 
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practicing physical distancing, have been emphasized. Continued 
            
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exchange between Korea and Thailand. The project focuses on developing 
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robust data structures and predictive models to analyze and forecast 
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