Has multimodal learning delivered universal intelligence in healthcare? A comprehensive survey

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Qika Lin, Yifan Zhu, Xin Mei, Ling Huang, Jingying Ma, Kai He, Zhen Peng, Erik Cambria, Mengling Feng

Published: 2025, Last Modified: 27 Jan 2026Inf. Fusion 2025EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•A comprehensive survey of the current progress of medical multimodal learning.•Explorations of the real impacts of advanced techniques in healthcare.•Potential directions towards the goal of universal intelligence in healthcare.