Sexual and Gender Minority Status and Suicide Mortality: An Explainable Artificial Intelligence Analysis

• Hlavní autoři: Ying Yin (Autor), T. Elizabeth Workman (Autor), John R. Blosnich (Autor), Cynthia A. Brandt (Autor), Melissa Skanderson (Autor), Yijun Shao (Autor), Joseph L. Goulet (Autor), Qing Zeng-Treitler (Autor)
• Médium: Kniha
• Vydáno: Frontiers Media S.A., 2024-05-01T00:00:00Z.
• Témata: article
• On-line přístup: Connect to this object online.

Objectives: Suicide risk is elevated in lesbian, gay, bisexual, and transgender (LGBT) individuals. Limited data on LGBT status in healthcare systems hinder our understanding of this risk. This study used natural language processing to extract LGBT status and a deep neural network (DNN) to examine s...