Machine learning models to detect anxiety and depression through social media: A scoping review

Machine learning models to detect anxiety and depression through social media: A scoping review

Despite improvement in detection rates, the prevalence of mental health disorders such as anxiety and depression are on the rise especially since the outbreak of the COVID-19 pandemic. Symptoms of mental health disorders have been noted and observed on social media forums such Facebook. We explored...

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Bibliographic Details
Main Authors: Arfan Ahmed, Sarah Aziz, Carla T. Toro, Mahmood Alzubaidi, Sara Irshaidat, Hashem Abu Serhan, Alaa A. Abd-alrazaq, Mowafa Househ
Format: Article
Language:English
Published: Elsevier 2022-01-01
Series:Computer Methods and Programs in Biomedicine Update
Subjects:
Anxiety
Depression
Social media
Social networking
Artificial intelligence
Machine learning
Online Access:http://www.sciencedirect.com/science/article/pii/S2666990022000179

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http://www.sciencedirect.com/science/article/pii/S2666990022000179

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