Analysis of sentiment changes in online messages of depression patients before and during the COVID-19 epidemic based on BERT+BiLSTM

Author:

Guo Chaohui,Lin ShaofuORCID,Huang Zhisheng,Yao Yahong

Publisher

Springer Science and Business Media LLC

Subject

General Medicine

Reference32 articles.

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2. Gotlib IH, Hammen CL, editors. Handbook of depression. New York: Guilford Press; 2008.

3. Kessler RC, Aguilar-Gaxiola S, Alonso J, et al. The global burden of mental disorders: an update from the WHO World Mental Health (WMH) surveys. Epidemiol Psychiatric Sci. 2009;18(1):23–33.

4. World Health Organization. The global burden of disease: 2004 update. Geneva: World Health Organization; 2008.

5. Guan L, Hao B, Liu T, et al. A pilot study of differences in behavioral and linguistic characteristics between Sina suicide microblog users and Sina microblog users without suicide idea. Zhonghua liu xing bing xue za zhi = Zhonghua liuxingbingxue zazhi. 2015;36(5):421–5.

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