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Unsupervised Classifications of Depression Levels Based on Machine Learning Algorithms Perform Well as Compared to Traditional Norm-Based Classifications

Large-scale screening for depression has been using norms developed based on a given population at a given time. Researchers have attempted to adjust the cutoff scores over time and for different populations, but such efforts are too few and far in between to be sensitive to temporal and regional va...

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Detalles Bibliográficos
Autores principales: Yang, Zhenkai, Chen, Chuansheng, Li, Hanwen, Yao, Li, Zhao, Xiaojie
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7034392/
https://www.ncbi.nlm.nih.gov/pubmed/32116859
http://dx.doi.org/10.3389/fpsyt.2020.00045