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A hybrid method for heartbeat classification via convolutional neural networks, multilayer perceptrons and focal loss.

Tao WangChanghua LuMei YangFeng HongChun Liu
Published in: PeerJ. Computer science (2020)
Our method is simple yet effective, which is potentially used for personal automatic heartbeat classification in remote medical monitoring. The source code is provided on https://github.com/JackAndCole/Deep-Neural-Network-For-Heartbeat-Classification.
Keyphrases
  • deep learning
  • convolutional neural network
  • neural network
  • machine learning
  • healthcare