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AI-assisted medical communication coaching

Published on:

8 February 2024

Primary Category:

Computation and Language

Paper Authors:

Hengguan Huang,

Songtao Wang,

Hongfu Liu,

Hao Wang,

Ye Wang

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Key Details

Proposes ChatCoach method for AI-assisted medical communication coaching

Integrates patient and coach AI agents to simulate consultations

Creates new dataset for evaluating coaching abilities

Shows fine-tuned Llama2 model exceeds ChatGPT at terminology checks

AI generated summary

AI-assisted medical communication coaching

This paper introduces ChatCoach, a new framework where AI agents provide medical students real-time feedback during consultations to improve communication skills. A patient agent simulates doctor-patient dialogues while a coaching agent identifies terminology errors and provides corrections. The authors developed a dataset and evaluated AI models, finding that fine-tuned models outperform prompting-based ones on coaching tasks.

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