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HR Estimate

Paper with code

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Decomposition

Deep Learning

CNN

RNN/LSTM/GRU

Attention/Transformer

SE_Nets

Batch Normalization

Classical Models

Patents

Books

Feature engineering workflow

  • tsfresh : Time Series Feature extraction based on scalable hypothesis tests
  • TSFEL : Time Series Feature Extraction Library
  • Merlion : A Machine Learning Library for Time Series

Datasets

HR(Heart Rate)

HAR(Human Activity Recognition)

BP(Blood Pressure)

Data Augmentation

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Languages

  • MATLAB 91.5%
  • Python 4.9%
  • Lua 3.6%