Attitudes and perceptions toward artificial intelligence among practicing rheumatologists in Iraq: a cross-sectional web-based survey

Mustafa Alhayali, Marwa Moayad, Nizar Abdulatif Jasim, Zaid Al-Zuhairi, Marwah Al-Mashhadani, Mustafa A. Shahrori, Rami Al-Khaffaf, Marafi Jammaa Ahmed, Enas Osama Hassan Omer, Aya Ahmed Shimal, Rafal Othman, Ahmed Dheyaa Al-Obaidi

Open source

DOI
10.3389/fmed.2026.1896672
Published
2026-10-16
Container
Frontiers in Medicine
Publisher
Frontiers Media SA
Open access
unknown

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BibTeX

@article{allodium:10.3389/fmed.2026.1896672,
  title = {Attitudes and perceptions toward artificial intelligence among practicing rheumatologists in Iraq: a cross-sectional web-based survey},
  author = {Mustafa Alhayali and Marwa Moayad and Nizar Abdulatif Jasim and Zaid Al-Zuhairi and Marwah Al-Mashhadani and Mustafa A. Shahrori and Rami Al-Khaffaf and Marafi Jammaa Ahmed and Enas Osama Hassan Omer and Aya Ahmed Shimal and Rafal Othman and Ahmed Dheyaa Al-Obaidi},
  year = {2026},
  journal = {Frontiers in Medicine},
  doi = {10.3389/fmed.2026.1896672},
  url = {https://doi.org/10.3389/fmed.2026.1896672}
}

RIS

TY  - JOUR
TI  - Attitudes and perceptions toward artificial intelligence among practicing rheumatologists in Iraq: a cross-sectional web-based survey
AU  - Mustafa Alhayali
AU  - Marwa Moayad
AU  - Nizar Abdulatif Jasim
AU  - Zaid Al-Zuhairi
AU  - Marwah Al-Mashhadani
AU  - Mustafa A. Shahrori
AU  - Rami Al-Khaffaf
AU  - Marafi Jammaa Ahmed
AU  - Enas Osama Hassan Omer
AU  - Aya Ahmed Shimal
AU  - Rafal Othman
AU  - Ahmed Dheyaa Al-Obaidi
PY  - 2026
JO  - Frontiers in Medicine
DO  - 10.3389/fmed.2026.1896672
UR  - https://doi.org/10.3389/fmed.2026.1896672
ER  - 

APA

Alhayali, M., Moayad, M., Jasim, N. A., Al-Zuhairi, Z., Al-Mashhadani, M., Shahrori, M. A., Al-Khaffaf, R., Ahmed, M. J., Omer, E. O. H., Shimal, A. A., Othman, R., & Al-Obaidi, A. D. (2026). Attitudes and perceptions toward artificial intelligence among practicing rheumatologists in Iraq: a cross-sectional web-based survey. Frontiers in Medicine. https://doi.org/10.3389/fmed.2026.1896672

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