Fig. 2 | Scientific Reports

Fig. 2

From: Integrative multimodal hybrid data fusion for mortality prediction

Fig. 2The alternative text for this image may have been generated using AI.

Proposed MML fusion strategies and model architectural designs. Early Fusion (a) integrates data representations from various modalities in the early stages of the pipeline. Late Fusion (b) processes modalities through branches and combines the representations at late stage. Hybrid Fusion (c) combines various integrations of modalities at various stages in the pipeline.

Back to article page