PreprintAll rights reservedmedRxiv7 Jul 2026

Automated Interpretation of EEG Reports Using a Large Language Model with Structured Confidence Outputs

W. Tian
S. Bergner
A. Moiseev
F. Popowich
G. Medvedev
M. P. Richardson
R. Rodionov
P. Xi
S. M. Doesburg
U. Ribary
J. S. Winston
V. A. Vakorin¹

¹Department of Biomedical Physiology and Kinesiology, Simon Fraser University, Burnaby, Canada; Royal Columbian Hospital, Fraser Health Authority, New Westminste

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BibTeX

@misc{tian2026automated,
  title = {{Automated Interpretation of EEG Reports Using a Large Language Model with Structured Confidence Outputs}},
  author = {W. Tian and S. Bergner and A. Moiseev and F. Popowich and G. Medvedev and M. P. Richardson and R. Rodionov and P. Xi and S. M. Doesburg and U. Ribary and J. S. Winston and V. A. Vakorin},
  howpublished = {medRxiv},
  year = {2026},
  month = jul,
  doi = {10.64898/2026.07.07.26357190},
  url = {https://www.medrxiv.org/content/10.64898/2026.07.07.26357190v2},
}

RIS

TY  - UNPB
TI  - Automated Interpretation of EEG Reports Using a Large Language Model with Structured Confidence Outputs
AU  - W. Tian
AU  - S. Bergner
AU  - A. Moiseev
AU  - F. Popowich
AU  - G. Medvedev
AU  - M. P. Richardson
AU  - R. Rodionov
AU  - P. Xi
AU  - S. M. Doesburg
AU  - U. Ribary
AU  - J. S. Winston
AU  - V. A. Vakorin
PY  - 2026
DA  - 2026/07/07
PB  - medRxiv
DO  - 10.64898/2026.07.07.26357190
UR  - https://www.medrxiv.org/content/10.64898/2026.07.07.26357190v2
ER  -

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