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Artificial Intelligence

Artificial Intelligence (AI) offers new perspectives for evaluating large quantities of data. Large Language Models (LLMs) and their Natural Language Processing (NLP) capabilities might offer new possibilities with regard to screening for mental health disorders.

Publications

Hadzic et al., 2024a

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

https://doi.org/10.1080/18824889.2024.2342624

Hadzic et al., 2024

 AI-Supported Diagnostic of Depression Using Clinical Interviews: A Pilot Study

 https://doi.org/10.5220/0012439700003660

Ohse et al., 2024

Zero-Shot Strike: Testing the generalisation capabilities of out-of-the-box LLM models for depression detection

https://doi.org/10.1016/j.csl.2024.101663

Current Research Opportunities

We are currently seeing into the potential of NLP models for depression screening as well as for social anxiety screening. 

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