Evaluating of BERT-based and Large Language Mod for Suicide Detection, Prevention, and Risk Assessment: A Systematic Review

I Levkovich, M Omar - Journal of Medical Systems, 2024 - Springer
Suicide constitutes a public health issue of major concern. Ongoing progress in the field of
artificial intelligence, particularly in the domain of large language models, has played a …

[HTML][HTML] Transforming perceptions: exploring the multifaceted potential of generative AI for people with cognitive disabilities

D Hadar Souval, Y Haber, A Tal, T Simon… - JMIR …, 2025 - neuro.jmir.org
Background The emergence of generative artificial intelligence (GenAI) presents
unprecedented opportunities to redefine conceptions of personhood and cognitive disability …

[HTML][HTML] Evaluating Diagnostic Accuracy and Treatment Efficacy in Mental Health: A Comparative Analysis of Large Language Model Tools and Mental Health …

I Levkovich - European Journal of Investigation in Health …, 2025 - mdpi.com
Large language models (LLMs) offer promising possibilities in mental health, yet their ability
to assess disorders and recommend treatments remains underexplored. This quantitative …

Bias in Decision-Making for AI's Ethical Dilemmas: A Comparative Study of ChatGPT and Claude

Y Yan, Y Zhu, W Xu - arxiv preprint arxiv:2501.10484, 2025 - arxiv.org
Recent advances in Large Language Models (LLMs) have enabled human-like responses
across various tasks, raising questions about their ethical decision-making capabilities and …