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Using Natural Language Processing to Predict Fatal Drug Overdose From Autopsy Narrative Text: Algorithm Development and Validation Study

Using Natural Language Processing to Predict Fatal Drug Overdose From Autopsy Narrative Text: Algorithm Development and Validation Study

This work was completed in an academic-public partnership between the TDH and VUMC, where the SUDORS team at the TDH provided domain knowledge, and the Walsh Lab at VUMC provided modeling expertise. The goal was to develop a model that can be run and maintained by the SUDORS team. To this end, a simple modeling pipeline has several advantages. Adobe Acrobat Pro is easy to operate and does not require computer programming skills.

Leigh Anne Tang, Jessica Korona-Bailey, Dimitrios Zaras, Allison Roberts, Sutapa Mukhopadhyay, Stephen Espy, Colin G Walsh

JMIR Public Health Surveill 2023;9:e45246

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