Advancing Underlying Cause of Death Inference Through Wide and Deep Model
Xin Fang,
Shaofen Huang,
Yanrong Yin
et al.
Abstract:Introduction: Accurately filling out death certificates is essential for death surveillance. However, manually determining the underlying cause of death is often imprecise. In this study, we investigate the Wide and Deep framework as a method to improve the accuracy and reliability of inferring the underlying cause of death.Methods: Death report data from national-level cause of death surveillance sites in Fujian Province from 2016 to 2022, involving 403,547 deaths, were analyzed. The Wide and Deep embedded wi… Show more
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