Development and validation of a dynamic deep learning algorithm using electrocardiogram to predict dyskalaemias in patients with multiple visits.

Yu-Sheng Lou Chin-Sheng Lin Wen-Hui Fang Chia-Cheng LeeChih-Hung WangChin Lin

Published in: European heart journal. Digital health (2022)

Our method has shown a distinguishable improvement in DLMs for diagnosing dyskalaemias in patients with multiple visits, and we also proved its application in ejection fraction prediction, which could further improve daily clinical practice.

Keyphrases

ejection fraction
deep learning
aortic stenosis
clinical practice
machine learning
artificial intelligence
convolutional neural network
physical activity
left ventricular