Using principles of foundation models, privacy-protected training, validation frameworks, and deployment strategies, this work examines modern AI approaches in healthcare. It discusses the benefits of accelerated discovery through improved accuracy enabled by multimodal AI models. It also highlights how these models drive faster clinical translation and improved healthcare outcomes.

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