Attention-Based Deep Entropy Active Learning Using Lexical Algorithm for Mental Health Treatment

Attention-Based Deep Entropy Active Learning Using Lexical Algorithm for Mental Health Treatment

With the increasing prevalence of Internet usage, Internet-Delivered Psychological Treatment (IDPT) has become a valuable tool to develop improved treatments of mental disorders. IDPT becomes complicated and labor intensive because of overlapping emotion in mental health. To create a usable learning...

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Bibliographic Details
Main Authors: Usman Ahmed, Suresh Kumar Mukhiya, Gautam Srivastava, Yngve Lamo, Jerry Chun-Wei Lin
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-03-01
Series:Frontiers in Psychology
Subjects:
adaptive treatments
internet-delivered interventions
NLP
text clustering
word sense identification
Online Access:https://www.frontiersin.org/articles/10.3389/fpsyg.2021.642347/full

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https://www.frontiersin.org/articles/10.3389/fpsyg.2021.642347/full

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