Foundation Model

Pulmonary Embolism Risk Stratification from CTPA and Medical Records: Vascular Graphs Are Not All You Need featured image

Pulmonary Embolism Risk Stratification from CTPA and Medical Records: Vascular Graphs Are Not All You Need

We benchmark different approaches to combine medical records and cardiac biomarkers with rich pulmonary vascular information.

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Nathan Painchaud
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Fusing Echocardiography Images and Medical Records for Continuous Patient Stratification

Drawing on novel transformer models applied to tabular data (e.g. variables from electronic health records), we propose a method that considers descriptors extracted from medical …

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Nathan Painchaud
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