<html><head><meta name="color-scheme" content="light dark"></head><body><pre style="word-wrap: break-word; white-space: pre-wrap;">Our approach models the extraction and classification of death causes as
two-step process. First, we employ a neural, multi-language sequence-to-sequence
model to receive a death cause description for a given death certificate line.
We will then use a second classification model to assign the respective ICD-10
codes to the obtained death cause. The remainder of this section detailed
explanation of our two models.</pre></body></html>