Author

Zehra Altinay

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Open access Sep 2026

Preparing the Health Workforce for AI: Linking Health-System AI Adoption to Pre-Service and In-Service Training across the WHO European Region

Artificial intelligence (AI) is being integrated into health systems at different speeds, raising questions about whether health-professional education is developing alongside technological implementation. This cross-sectional, country-level study examined associations between health-system AI characteristics and pre-s...

Muhammet Berigel, İslam Sui̇çmez, Zehra Altinay et al. · Brain: Broad Research in Art... · 0 citations

#large language models Open access Sep 2026

The Post-ChatGPT Surge: Does AI-Health-Education Research Growth Reflect Evidence or Enthusiasm

Thematic analysis revealed that in 2024, ChatGPT and other large language models started to dominate over machine learning, which previously accounted for the majority of publications, which suggest a possible gap between the quantitative expansion of the literature and the consolidation of the field.

Olasile Babatunde Adedoyin, Fahriye Altinay, G. Dagli et al. · Brain: Broad Research in Art... · 0 citations

#artificial intelligence Open access Sep 2026

Ethical Considerations in the Application of Artificial Intelligence in Education: A Bibliometric and Thematic Inquiry

Thematic analysis of teacher candidates' responses indicated that ethical AI is both a technical and a human problem: teacher education must combine technical literacy, ethical reflection, ethical reflection, and practical pedagogy (classroom policies, assessment design, and student support).

Olasile Babatunde Adedoyin, Zehra Altinay, Nedime Karasel · Brain: Broad Research in Art... · 0 citations