Predicting acute suicidal ideation on Instagram using ensemble machine learning models

Predicting acute suicidal ideation on Instagram using ensemble machine learning models

Introduction: Online social networking data (SN) is a contextually and temporally rich data stream that has shown promise in the prediction of suicidal thought and behavior. Despite the clear advantages of this digital medium, predictive modeling of acute suicidal ideation (SI) currently remains und...

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Bibliographic Details
Main Authors: Damien Lekkas, Robert J. Klein, Nicholas C. Jacobson
Format: Article
Language:English
Published: Elsevier 2021-09-01
Series:Internet Interventions
Subjects:
Suicidal ideation
Digital phenotyping
Machine learning
Suicide prediction
Social media
Online Access:http://www.sciencedirect.com/science/article/pii/S2214782921000646

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http://www.sciencedirect.com/science/article/pii/S2214782921000646

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