Enhancing early depression detection with AI: a comparative use of NLP models

Author:

Hadzic Bakir1ORCID,Mohammed Parvez1ORCID,Danner Michael2ORCID,Ohse Julia3ORCID,Zhang Yihong4ORCID,Shiban Youssef3ORCID,Rätsch Matthias1ORCID

Affiliation:

1. ViSiR, Reutlingen University, Reutlingen, Germany

2. CVSSP, University of Surrey, Guildford, UK

3. Private University of Applied Sciences, Göttingen, Germany

4. College of Information Science and Technology, Donghua University, Shanghai, People's Republic of China

Funder

VwV Invest BW - Innovation II

Publisher

Informa UK Limited

Reference40 articles.

1. World Health Organisation. World mental health report: Transforming mental health for all. World Health Organisation; 2022.

2. Bech P. Rating scales in depression: limitations and pitfalls. In: Dialogues in clinical neuroscience 2022.

3. Why do children and adolescents (not) seek and access professional help for their mental health problems? A systematic review of quantitative and qualitative studies

4. Mental Health Care Access Using Geographic Information Systems: An Integrative Review

5. A review of depression and suicide risk assessment using speech analysis

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