[IEEE TPAMI 2024] SimSID: unsupervised anomaly detection in chest radiography. SimSID learns the recurrent anatomical patterns of normal chest X-rays and flags deviations, using no anomaly labels in training. +8.0% / +5.0% / +9.9% AUC over prior state of the art on ZhangLab, COVIDx and CheXpert. TPAMI extension of SQUID (CVPR 2023).
☆25Sep 9, 2026Updated last month
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