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To estimate lung cancer mortality rates adjusted by age distribution for the country's 32 states between 1998 and 2017; to contrast the territorial distribution of demand for oncological services with the availability of specialists to provide care; and to determine the predictive capacity of three different supervised classification algorithms in the context of automated learning techniques. An exploratory analysis and data modeling were conducted, considering death records from the national health information system. Deaths from lung
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