The SLSO framework uses iterative structured output generation, consistency checks, and regeneration to improve GPT-VLM accuracy on jaw cyst findings in panoramic radiographs compared to standard chain-of-thought prompting.
A pilot study of the performance of Chat GPT and other large language models on a written final year periodontology exam
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Generating Findings for Jaw Cysts in Dental Panoramic Radiographs Using a GPT-Based VLM: A Preliminary Study on Building a Two-Stage Self-Correction Loop with Structured Output (SLSO) Framework
The SLSO framework uses iterative structured output generation, consistency checks, and regeneration to improve GPT-VLM accuracy on jaw cyst findings in panoramic radiographs compared to standard chain-of-thought prompting.