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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Kacper Wrzosek

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Review Open access Sep 2026

SUICIDE AND CRISIS RISK DETECTION IN MENTAL HEALTH CHATBOTS: TECHNICAL APPROACHES, SAFETY EVIDENCE, AND GOVERNANCE CHALLENGES

Mental health chatbots built on large language models are now used at population scale, including by adolescents disclosing suicidal thoughts, yet the evidence base supporting them was generated to measure symptom change rather than crisis safety. This narrative review synthesises 43 records published between 2021 and...

Kacper Wrzosek, Karina Udrycka, Kornelia Kuchta et al. · 0 citations
Review

Innovative Technologies in Social

Kacper Wrzosek, Karina Udrycka, Kornelia Kuchta et al. · 0 citations
Review Open access Jul 2026

Sleep Disturbances and Depression: A Narrative Review of the Bidirectional Relationship, Mechanisms, and the Role of Physical Activity

Early identification and treatment of sleep problems, together with promotion of physical activity, may improve outcomes and support depression prevention and the role of physical activity as a modifiable therapeutic factor is summarized.

Eliza Kuchta, Kacper Wrzosek, Maria Leśniak et al. · 1 citation
Review

QUALITY IN

Early identification and treatment of sleep problems, together with promotion of physical activity, may improve outcomes and support depression prevention and the role of physical activity as a modifiable therapeutic factor is summarized.

Elizabeth Orcid, Kacper Wrzosek, Orcid et al. · 0 citations

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