Many healthcare AI systems analyze isolated sources of information such as structured variables, images, or text independently.
However, healthcare decisions involve integrating multiple forms of evidence simultaneously.
Multimodal healthcare AI may improve decision support by combining clinical notes, patient history, imaging, and structured healthcare data into connected understanding.
The future of healthcare AI increasingly depends on integrated intelligence rather than isolated analytical systems.
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