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DentaCoPilot, a Large Language Model-Augmented Next-Procedure Recommender for General Dentistry: Development and Comparative Evaluation Study

2026-05-08

Abstract excerpt

On real-world dental records, procedure history predicts the next procedure category well, and a simple history-aware classical model beats every large-language-model (LLM) design we tested. We study the question that follows every dental diagnosis: given a patient’s chart and most recent procedure, what should the dentist do next? Commercial dental artificial intelligence in 2026 is overwhelmingly diagnostic, and...

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Literature Corpus work
d8d29c0c-c183-5a13-aa79-a21249d17765
DOI
10.64898/2026.05.07.26352635
Open publication

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