Litcius/Paper detail

A stacked LSTM for atrial fibrillation prediction based on multivariate ECGs

Le Sun, Yukang Wang, Jinyuan He, Haoyuan Li, Dandan Peng, Yilin Wang

2020Health Information Science and Systems42 citationsDOIOpen Access PDF

Topics & Concepts

Atrial fibrillationComputer scienceRecurrent neural networkArtificial intelligenceHeart failureHeart diseaseMultivariate statisticsCardiologyInternal medicineStroke (engine)Focus (optics)Artificial neural networkMachine learningMedicineEngineeringPhysicsMechanical engineeringOpticsAtrial Fibrillation Management and OutcomesECG Monitoring and Analysis