AIMC Topic: Wolff-Parkinson-White Syndrome

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ECG classification based on guided attention mechanism.

Computer methods and programs in biomedicine Oct 3, 2024
BACKGROUND AND OBJECTIVE: Integrating domain knowledge into deep learning models can improve their effectiveness and increase explainability. This study aims to enhance the classification performance of electrocardiograms (ECGs) by customizing specif...
Humans Algorithms Deep Learning Electrocardiography Signal Processing, Computer-Assisted Attention Atrial Fibrillation Wolff-Parkinson-White Syndrome
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Accessory pathway analysis using a multimodal deep learning model.

Scientific reports Apr 13, 2021
Cardiac accessory pathways (APs) in Wolff-Parkinson-White (WPW) syndrome are conventionally diagnosed with decision tree algorithms; however, there are problems with clinical usage. We assessed the efficacy of the artificial intelligence model using ...
Humans Neural Networks, Computer Algorithms Retrospective Studies Female Young Adult Adult Male Middle Aged Deep Learning Adolescent Electrocardiography Radiography, Thoracic Wolff-Parkinson-White Syndrome Accessory Atrioventricular Bundle
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