BriefGPT.xyz
Jun, 2024
从多数到少数:基于传播的方法增强皮肤病变分析中的弱势群体
From Majority to Minority: A Diffusion-based Augmentation for Underrepresented Groups in Skin Lesion Analysis
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Janet Wang, Yunsung Chung, Zhengming Ding, Jihun Hamm
TL;DR
通过有效的扩散增强框架,利用多数群体的丰富信息来改善少数群体的诊断结果,对于皮肤癌等疾病的医学成像分析具有实际价值。
Abstract
ai-based diagnoses
have demonstrated dermatologist-level performance in classifying
skin cancer
. However, such systems are prone to under-performing when tested on data from
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