A contrastive multimodal fusion model with TabPFN-v2 encoders predicts peak (AUROC 0.797) and durability (AUROC 0.755) of pertussis booster responses in 158 subjects, outperforming baselines with task-specific modality contributions matching immunology.
Pertussis vaccines, epidemiology and evolution
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Multitask Multimodal Fusion with Tabular Foundation Models for Peak and Durability Prediction of Pertussis Booster Response
A contrastive multimodal fusion model with TabPFN-v2 encoders predicts peak (AUROC 0.797) and durability (AUROC 0.755) of pertussis booster responses in 158 subjects, outperforming baselines with task-specific modality contributions matching immunology.