Anonymization of Portuguese Clinical Notes Using Large Language Models and Quantum-Enhanced Hybrid Architectures: Comparative Evaluation Study

Samer Rahmeh, Felipe Meneguitti Dias, Ramon Alfredo Moreno, Marina De Fatima De Sa Rebelo, Daniela Herrmann, Jose Eduardo Krieger, Marco Antonio Gutierrez

Open source

DOI
10.2196/91513
Published
2026-09-14
Container
Journal of Medical Internet Research
Publisher
JMIR Publications Inc.
Open access
unknown

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BibTeX

@article{allodium:10.2196/91513,
  title = {Anonymization of Portuguese Clinical Notes Using Large Language Models and Quantum-Enhanced Hybrid Architectures: Comparative Evaluation Study},
  author = {Samer Rahmeh and Felipe Meneguitti Dias and Ramon Alfredo Moreno and Marina De Fatima De Sa Rebelo and Daniela Herrmann and Jose Eduardo Krieger and Marco Antonio Gutierrez},
  year = {2026},
  journal = {Journal of Medical Internet Research},
  doi = {10.2196/91513},
  url = {https://doi.org/10.2196/91513}
}

RIS

TY  - JOUR
TI  - Anonymization of Portuguese Clinical Notes Using Large Language Models and Quantum-Enhanced Hybrid Architectures: Comparative Evaluation Study
AU  - Samer Rahmeh
AU  - Felipe Meneguitti Dias
AU  - Ramon Alfredo Moreno
AU  - Marina De Fatima De Sa Rebelo
AU  - Daniela Herrmann
AU  - Jose Eduardo Krieger
AU  - Marco Antonio Gutierrez
PY  - 2026
JO  - Journal of Medical Internet Research
DO  - 10.2196/91513
UR  - https://doi.org/10.2196/91513
ER  - 

APA

Rahmeh, S., Dias, F. M., Moreno, R. A., Rebelo, M. D. F. D. S., Herrmann, D., Krieger, J. E., & Gutierrez, M. A. (2026). Anonymization of Portuguese Clinical Notes Using Large Language Models and Quantum-Enhanced Hybrid Architectures: Comparative Evaluation Study. Journal of Medical Internet Research. https://doi.org/10.2196/91513

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