Evaluation of GPT-5 for Esophageal Cancer Staging Using Fluorodeoxyglucose Positron Emission Tomography Maximum-Intensity Projection Images: Comparative Pilot Study
Although current LLMs have not yet reached physician-level accuracy in comprehensive staging, recent models show promise in assisting with specific diagnostic tasks.
Authors
- Kentaro Takanami (ORCID: https://orcid.org/0000-0002-0098-7760)
- Yoshitaka Toyama (ORCID: https://orcid.org/0000-0003-0027-9681)
- Kei Takase (ORCID: https://orcid.org/0000-0003-0931-9942)
- Yuya Araki
- Yumi Nakajima
- Takashi Kamei
- Masato Ito
- Hiroki Maruyama
Institutions
- Tohoku University (JP)
- Tohoku University Hospital (JP)
- Osaki Citizen Hospital (JP)
- Tohoku Medical and Pharmaceutical University (JP)
Publication Details
- Journal
- JMIR Cancer
- Published
- 2026-02-23
- DOI
- https://doi.org/10.2196/86630
- Primary Topic
- Esophageal Cancer Research and Treatment
- Type
- article
- Field-Weighted Citation Impact
- 0.00