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August 6, 2026

Mortality Research With Artificial Intelligence Tools: Applying Language Models to the National Violent Death Reporting System Suicide Narratives, 2003-2023.

John R Blosnich Jaspreet Ranjit Swabha Swayamdipta

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Key Points

This research aims to utilize artificial intelligence tools to analyze narratives related to suicide from the National Violent Death Reporting System.
Applied language models to analyze suicide narratives from 2003-2023 in the National Violent Death Reporting System.
Conducted analysis on a comprehensive dataset of violent death reports.
Focused on extracting insights and patterns related to mortality.
Identified significant trends in language usage related to suicide over the years.
Revealed new insights into the factors contributing to violent deaths based on narrative analysis.

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Implication

Study applies AI tools to analyze suicide narratives, indicating potential for improved understanding of violent deaths.

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Cite This Study

Blosnich et al. (2026) studied this question.

synapsesocial.com/papers/6a782d862e1896536c840b2c https://doi.org/10.2105/ajph.2026.308618

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