TransFair transfers demographic fairness from ocular disease classification to progression prediction using a fairness-aware attention model and knowledge distillation.
Rnflt2vec: Artifact- corrected representation learning for retinal nerve fiber layer thickness maps,
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TransFair: Transferring Fairness from Ocular Disease Classification to Progression Prediction
TransFair transfers demographic fairness from ocular disease classification to progression prediction using a fairness-aware attention model and knowledge distillation.