Vision-language large learning model, GPT4V, accurately classifies the Boston Bowel Preparation Scale score.
Journal:
BMJ open gastroenterology
Published Date:
Mar 4, 2025
Abstract
INTRODUCTION: Large learning models (LLMs) such as GPT are advanced artificial intelligence (AI) models. Originally developed for natural language processing, they have been adapted for multi-modal tasks with vision-language input. One clinically relevant task is scoring the Boston Bowel Preparation Scale (BBPS). While traditional AI techniques use large amounts of data for training, we hypothesise that vision-language LLM can perform this task with fewer examples.