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DR-Africa-Benchmark: Screening-Prevalence-Corrected, Fairness-Instrumented DR Evaluation

Domaine:

healthcare

Type de record:

dataset
Créateur:
mac
Hôte:
An evaluation benchmark for diabetic-retinopathy grading under African screening conditions. It does not introduce new labels; it introduces evaluation validity — per-record importance weights that reweight a referral-skewed image set to real Sub-Saharan-Africa population prevalence, plus synthetic subgroup metadata for fairness reporting.

Visit

huggingface.co

Tasks

computer visionimage classification

Tags

medicalhealthcareophthalmologydiabetic-retinopathyfundusbenchmarkevaluationfairnessdistribution-shiftsynthetic-data+2

Licenses

apache-2.0

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