Machine learning with D-dimer in the risk stratification for pulmonary embolism: a derivation and internal validation study.

Humberto Villacorta JuniorJohn W PickeringYu HoriuchiMoshe OlimChristopher CoyneAlan S MaiselMartin P Than

Published in: European heart journal. Acute cardiovascular care (2021)

A machine learning model outperformed traditional risk scores for the risk stratification of PE in the emergency department. However, external validation is needed.

Keyphrases

pulmonary embolism
machine learning
emergency department
inferior vena cava
artificial intelligence
big data
deep learning
adverse drug
breast cancer risk