MAMBO-NET adds a Gaussian latent confounder model with a backdoor-adjustment objective to a UNeXt segmentation backbone and reports modest Dice and FDR gains on five medical datasets.
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MAMBO-NET: Multi-Causal Aware Modeling Backdoor-Intervention Optimization for Medical Image Segmentation Network
MAMBO-NET adds a Gaussian latent confounder model with a backdoor-adjustment objective to a UNeXt segmentation backbone and reports modest Dice and FDR gains on five medical datasets.