Transfer Learning for Risk Classification of Social Media Posts: Model Evaluation Study

BackgroundMental illness affects a significant portion of the worldwide population. Online mental health forums can provide a supportive environment for those afflicted and also generate a large amount of data that can be mined to predict mental health states using machine le...

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Bibliographic Details
Main Authors: Howard, Derek, Maslej, Marta M, Lee, Justin, Ritchie, Jacob, Woollard, Geoffrey, French, Leon
Format: Article
Language:English
Published: JMIR Publications 2020-05-01
Series:Journal of Medical Internet Research
Online Access:https://www.jmir.org/2020/5/e15371