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Author

Robert D. Stevens

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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
Open access Jul 2026

Clinical Evaluation of a Multimodal On-Body Sensor Array

Strong agreement between the predicted BP values and invasive, arterial-line BP measurements are demonstrated, supporting the feasibility of wearable, wireless, and cuffless blood pressure monitoring in high-acuity clinical settings.

B. Nnadi, S. Rapuri, C. Harris et al. · 0 citations

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