MECAM detects out-of-distribution medical images by masking class-activation regions and measuring the resulting feature shift in a multi-exit network.
Medical Image Analysis95, 103188 (2024)
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Unsupervised Out-of-Distribution Detection in Medical Imaging Using Multi-Exit Class Activation Maps and Feature Masking
MECAM detects out-of-distribution medical images by masking class-activation regions and measuring the resulting feature shift in a multi-exit network.