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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Cheng Peng

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Open access Sep 2026

Less Can Be Better: Decomposing Clinical Data Modalities in Large Language Model-based Healthcare Applications

The benefits of multimodal data integration are task-dependent and healthcare LLMs should examine clinical data modalities according to specific tasks for efficient integration, and provide practical guidance for designing efficient clinical decision support systems.

Cheng Peng, Mengxian Lyu, Ziyi Chen et al. · 0 citations

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