QRS complex and T wave planarity for the efficacy prediction of automatic implantable defibrillators.

Katerina HnatkovaIrena AndršováTomáš NovotnýBert VanderberkDavid SprenkelerJuhani JunttilaTobias ReichlinSimon SchlöglMarc A VosTim FriedeAxel BauerHeikki V HuikuriRik WillemsGeorg SchmidtChristian SticherlingMarkus ZabelMarek Malik

Published in: Heart (British Cardiac Society) (2023)

The analysed data suggest that QRS and T wave non-planarity might offer distinction between patients who are at greater risk of death despite ICD protection and those who are likely to use the defibrillator protection.

Keyphrases

cardiac resynchronization therapy
end stage renal disease
newly diagnosed
ejection fraction
chronic kidney disease
heart failure
peritoneal dialysis
machine learning
left ventricular
deep learning
prognostic factors
big data
artificial intelligence
neural network
data analysis