CERD reconstructs missing modalities conditioned on observed inputs and decomposes diagnostic evidence via logit attribution, outperforming baselines on incomplete ADNI data while providing interpretable attributions.
Advances in Neural Information Processing Systems (2018)
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Conditional Evidence Reconstruction and Decomposition for Interpretable Multimodal Diagnosis
CERD reconstructs missing modalities conditioned on observed inputs and decomposes diagnostic evidence via logit attribution, outperforming baselines on incomplete ADNI data while providing interpretable attributions.