Clinically Aware Synthetic Image Generation for Concept Coverage in Chest X-ray Models
临床感知的合成图像生成用于胸部X光模型的概念覆盖
机构 * University of Edinburgh(爱丁堡大学) ; NHS Lothian(洛锡安国家健康服务)
AI总结 提出CARPA框架,通过解剖约束的概念扰动生成合成胸部X光图像,扩展临床概念覆盖,提升模型性能与可靠性。
Comments Accepted for presentation at the IJCAI-ECAI 2026 RobustifAI workshop