Concepedia

ECG-based real-time arrhythmia monitoring using quantized deep neural networks: A feasibility study

Henrique De Melo Ribeiro, Ahran Arnold, James P. Howard, Matthew Shun‐Shin, Ying Zhang, Dárrel P. Francis, Phang Boon Lim, Zachary I. Whinnett, Massoud Zolgharni

Computers in Biology and Medicine · 2022 · 71 citations · 27 references

DOI

Concepts

References

27

Adam: A Method for Stochastic Optimization

Diederik P. Kingma, Jimmy Ba · UvA-DARE (University of Amsterdam) · 2014 · 84.8K citations · Full text

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PhysioBank, PhysioToolkit, and PhysioNet

Ary L. Goldberger, Luı́s A. Nunes Amaral, Leon Glass et al. · Circulation · 2000 · 14.5K citations · Full text

, , +15

TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems

Martı́n Abadi, Ashish Agarwal, Paul Barham et al. · arXiv (Cornell University) · 2016 · 9.8K citations · Full text

, , +13

Cardiologist-level arrhythmia detection and classification in ambulatory electrocardiograms using a deep neural network

Awni Hannun, Pranav Rajpurkar, Masoumeh Haghpanahi et al. · Nature Medicine · 2018 · 3K citations

, , +16

Automatic Classification of Heartbeats Using ECG Morphology and Heartbeat Interval Features

Muireann O’Dwyer, Richard B. Reilly · IEEE Transactions on Biomedical Engineering · 2004 · 1.7K citations · Full text

, , +17