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Xiao-Lei Lu

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Review Open access Aug 2026

Improving sepsis best practice utility and clinical acceptance using an LLM-enhanced prediction system

CompOSER-LLM, an enhanced sepsis prediction system that integrates a large language model (LLM) that analyzes clinical notes to provide contextual support for sepsis risk assessment in two emergency departments within a large academic health system, is implemented.

Claire E. Allison, Xiao-Lei Lu, A. Boussina et al. · 0 citations
#artificial intelligence Preprint Sep 2026

Learning response-aware patient dynamics for respiratory support

A response-aware patient dynamics model that explicitly represents physiological change during autoregressive state updating is proposed that achieves comparable overall trajectory prediction to patient dynamics baselines, with more consistent improvements when physiological states are changing.

Xiao-Lei Lu, S. Nemati · 0 citations

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