Table 1 Comparison of fusion techniques.
From: Multimodal machine learning in precision health: A scoping review
Attribute | Early | Intermediate/joint | Late/decision |
|---|---|---|---|
Scalable | No | Yes | Yes |
Multiple models needed | No | Yes | Yes |
Improved accuracy | Yes | Yes | Yes |
Voting of multiple models | No | Yes | Yes |
Interaction effects across sources | Yes | Yes | No |
Implemented in health | Yes | Yes | Yes |
