Performance of Large Language Models for Structured Recognition and Refractive Prediction
Recruiting
Observational Study
Cataract
No Study Drug
Researchers observe your health over time — no experimental treatment is given.
At a Glance
- Age
- 18 and older
- Sex
- Any
- Study type
- Observational
- Participants needed
- 100 (estimated)
- Sponsor
- Jin Yang · Other
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About This Trial
We conducted a single-center, retrospective observational study to evaluate large language models (ChatGPT 4o, GPT-5, DeepSeek) for automated interpretation of de-identified IOLMaster 700 reports provided as raster images. Models produced structured biometric extraction, toric IOL recommendation, and refractive predictions (sphere, cylinder, axis). Primary outcomes included parameter-level agreeme…
Trial Locations
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Eligibility Criteria
Inclusion Criteria:
-postoperative corrected distance visual acuity (CDVA) of 0.10 logMAR or better -an absolute IOL rotational stability of less than 10∘ at the 1-month follow-up examination
Exclusion Criteria:
* incomplete biometric data on the examination report;
* a history of previous ocular…
Contacts