Machine learning improves prediction of pulmonary thromboembolism and reduces unnecessary computed tomography scans in the emergency department.

Sci Rep · 2026 · PMC12873316 · PMID 41513701

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a clear trendno p-value reported

Using XGBoost model, we observed a clear trend in which patients with higher probability scores were more likely to have PTE (Fig. 4 ).

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