Article

Enhancing Predictive Modeling for Respiratory Support with LLM-Driven Guideline Adherence

2025-08-12

Abstract excerpt

<title>Abstract</title> <p> <bold>Background</bold> Optimal respiratory support selection between high-flow nasal cannula (HFNC) and noninvasive ventilation (NIV) for intensive care units (ICU) patients at risk of invasive mechanical ventilation (IMV) remains unclear, particularly in cases not represented in prior clinical trials. We previously developed RepFlow-CFR, a deep counterfactual model estimating indiv...

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Literature Corpus work: 5bb13d56-17bb-5a2f-a682-581ac19bf0e1
DOI: 10.21203/rs.3.rs-7230335/v1

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