A Lung Ultrasound Radiomics-Based Machine Learning Model for Diagnosing Acute Heart Failure in the Emergency Department.

Diagnostics (Basel) · 2026 · PMC12939245 · PMID 41750746

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a clear trendno p-value reported

The improvement over the clinical model was 0.044 ( p = 0.111), showing a clear trend toward superiority.

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