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. 2024 May 3;69(10):10TR01. doi: 10.1088/1361-6560/ad387d

Figure 6.

Figure 6.

Illustration of various fusion strategies in multi-modal learning. This includes Data-level (Early) Fusion, where information from different modalities is combined at the input; Layer-level (Intermediate) Fusion, where fusion occurs at intermediate model layers; and Decision-level (Late) Fusion, where modalities are integrated at the final decision stage.