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CREATIS UMR 5220, INSA-Lyon, Université Lyon 1, UJM-Saint Etienne, Inserm, Department of Radiology, CHU Saint-Etienne
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Medical records and cardiac biomarkers alone outperform vascular graphs in predicting pulmonary embolism risk, raising questions about the value of complex vascular representations.
Imagine predicting pulmonary embolism severity in seconds, without blood tests or manual calculations – this digital twin pipeline makes it a reality.