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Supervised machine learning models for depression sentiment analysis

INTRODUCTION: Globally, the prevalence of mental health problems, especially depression, is at an all-time high. The objective of this study is to utilize machine learning models and sentiment analysis techniques to predict the level of depression earlier in social media users' posts. METHODS:...

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Detalles Bibliográficos
Autores principales: Obagbuwa, Ibidun Christiana, Danster, Samantha, Chibaya, Onil Colin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10394518/
https://www.ncbi.nlm.nih.gov/pubmed/37538396
http://dx.doi.org/10.3389/frai.2023.1230649