Patient specific risk prediction of cardiac events from image-derived cardiac function features

Julian Krebs (1, 2) , Tommaso Mansi (2) , Bin Lou (2)

1 EPIONE - E-Patient : Images, données & mOdèles pour la médeciNe numériquE
2 Siemens Healthineers, Digital Services, Digital Technology and Innovation

Systems and methods for predicting a patient specific risk of cardiac events for cardiac arrhythmia are provided. A medical image sequence of a heart of a patient is received. Cardiac function features are extracted from the medical image sequence. Additional features are extracted from patient data of the patient. A patient specific risk of a cardiac event is predicted based on the extracted cardiac function features and the extracted additional features.

Domaines: Imagerie médicale

Julian Krebs, Tommaso Mansi, Bin Lou. Patient specific risk prediction of cardiac events from image-derived cardiac function features. United States, Patent n° : US20210057104A1. 2021. ⟨hal-03198820⟩