Cross-window knowledge distillation raises per-window AUC by 10-16 points in pulmonary CT by transferring latent pathological signatures from a teacher encoder on the most informative window to students on other windows.
Global initiative for chronic obstructive lung disease 2023 report: GOLD executive summary.Am J Respir Crit Care Med, 207(7):819–837, 2023
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Uncovering Latent Pathological Signatures in Pulmonary CT via Cross-Window Knowledge Distillation
Cross-window knowledge distillation raises per-window AUC by 10-16 points in pulmonary CT by transferring latent pathological signatures from a teacher encoder on the most informative window to students on other windows.