An NLP approach to identify SDoH-related circumstance and suicide crisis from death investigation narratives

Abstract

This is the first study curating a Suicide-SDoHO using death investigation narratives. We showcased that our model can effectively classify SDoH-related social risks through NLP approaches. We hope our study will facilitate the understanding of suicide crises and inform effective prevention strategies.