核心概念
망막 신경 질환 데이터셋을 통해 공정 학습과 공정 정체성 정규화의 중요성 강조
統計資料
"Glaucoma is the leading cause of irreversible blindness globally with Blacks having doubled glaucoma prevalence than other races."
"The global prevalence of glaucoma for populations between 40 and 80 years old is 3.54% affecting 80 million people."
"Blacks have thinner RNFLTs (70.9 ± 13.1 µm) and worse vision loss than Whites (73.7 ± 19.4 µm) and Asians (74.4 ± 11.8 µm) significantly."
引述
"Fairness in machine learning is important for societal well-being."
"It is crucial to investigate the disparities in deep learning prediction accuracy among different racial groups."