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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

Author

Samuel Schmidgall

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Open access Aug 2026

A perspective on foundation models in intensive care medicine.

Foundation models (FMs) pretrained with self-supervised objectives on heterogeneous ICU data have capabilities which supersede siloed, single-task predictive analytic paradigms. Here we present a framework for applying FMs in intensive care and a roadmap for safe, effective deployment. We argue that FMs applied in the...

Carl Harris, Samuel Schmidgall, S. Rapuri et al. · 1 citation

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