AI RESEARCH
When Are Multimodal Predictions Biologically Supported? A Diagnostic Evaluation Framework
arXiv CS.LG
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ArXi:2605.31504v1 Announce Type: new Multimodal models in oncology can produce accurate predictions, but accurate prediction does not reveal whether the model has learned biology that is shared across modalities, biology confined to one modality, or spurious correlations that reflect confounders rather than genuine biology. We