𝐑𝐞𝐬𝐞𝐚𝐫𝐜𝐡丨LLM-based Radiology Report Generation

AI Researcher & First Author

𝐌𝐨𝐭𝐢𝐯𝐚𝐭𝐢𝐨𝐧 & 𝐂𝐡𝐚𝐥𝐥𝐞𝐧𝐠𝐞: General-purpose LLMs lack the domain alignment needed for radiology report generation. We combined contrastive in-domain learning with coarse-to-fine report refinement guided by X-ray features.

𝐑𝐞𝐬𝐮𝐥𝐭𝐬 & 𝐕𝐞𝐧𝐮𝐞𝐬: Improved report generation on IU X-Ray and MIMIC-CXR. Published at AAAI 2024.

𝐋𝐢𝐧𝐤：https://ojs.aaai.org/index.php/AAAI/article/download/29826/31434