Integrating Knowledge Retrieval and Large Language Models for Clinical Report Correction

no code implementations • 21 Jun 2024 • Jinge Wu, Zhaolong Wu, Ruizhe Li, Abul Hasan, Yunsoo Kim, Jason P. Y. Cheung, Teng Zhang, Honghan Wu

This study proposes an approach for error correction in radiology reports, leveraging large language models (LLMs) and retrieval-augmented generation (RAG) techniques.

RAG Retrieval

Chain-of-Though (CoT) prompting strategies for medical error detection and correction

no code implementations • 13 Jun 2024 • Zhaolong Wu, Abul Hasan, Jinge Wu, Yunsoo Kim, Jason P. Y. Cheung, Teng Zhang, Honghan Wu

We report results for three methods of few-shot In-Context Learning (ICL) augmented with Chain-of-Thought (CoT) and reason prompts using a large language model (LLM).

In-Context Learning Language Modeling +2