Human-Centered Artificial Intelligence for Mental Health
JvF25/3-303 - Conference Room (Lamarr/RC Trust Dortmund) Abstract: Artificial intelligence (AI) offers promising solutions for advancing prevention, diagnosis, and intervention in mental health. However [...] real-world usability and interpretability. In this talk, I will outline our human-centered approach to AI for mental health, with a focus on developing algorithms and systems that work in practical settings [...] network-based analysis of messaging patterns. Finally, I will address the crucial role of explainability in AI for mental health, detailing current challenges in interpreting affective models and proposing methods …