Multimodal Genotype and Phenotype Data Integration to Improve Partial Data-Based Longitudinal Prediction.

Abstract excerpt

Multimodal data analysis has attracted ever-increasing attention in computational biology and bioinformatics community recently. However, existing multimodal learning approaches need all data modalities available at both training and prediction stages, thus they cannot be applied to many real-world biomedical applications, which often have a missing modality problem as the collection of all modalities is...

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