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Explainable depression detection with multi-aspect features using a hybrid deep learning model on social media

The ability to explain why the model produced results in such a way is an important problem, especially in the medical domain. Model explainability is important for building trust by providing insight into the model prediction. However, most existing machine learning methods provide no explainabilit...

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Detalles Bibliográficos
Autores principales: Zogan, Hamad, Razzak, Imran, Wang, Xianzhi, Jameel, Shoaib, Xu, Guandong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8795347/
https://www.ncbi.nlm.nih.gov/pubmed/35106059
http://dx.doi.org/10.1007/s11280-021-00992-2