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Sepsis Detection on Large-scale EHR corpus

88.1AUROCAURORA
83.21284.48185.7587.019May 18, 2026

Evaluation results

MethodLinks
AURORAProtocol=Frozen representations, Classifier=Linear probe, Backbone=Transformer encoder2026.0588.1
DINO-style Self-DistillationProtocol=Frozen representations, Classifier=Linear probe, Backbone=Transformer encoder2026.0586.1
Contrastive SSLProtocol=Frozen representations, Classifier=Linear probe, Backbone=Transformer encoder2026.0585.2
MAEProtocol=Frozen representations, Classifier=Linear probe, Backbone=Transformer encoder2026.0583.4