Core Concepts
망막 신경 질환 데이터셋을 통해 공정 학습과 공정 정체성 정규화의 중요성 강조
Stats
"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."
Quotes
"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."