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1. resnet1d resnet1d Public

   PyTorch implementations of several SOTA backbone deep neural networks (such as ResNet, ResNeXt, RegNet) on one-dimensional (1D) signal/time-series data.

   Python 436 97

2. DL-ECG-Review DL-ECG-Review Public

   A Review of Deep Learning Methods on ECG Data

   214 42

3. ENCASE ENCASE Public

   Deep Learning on ECG, the First place in the PhysioNet/CinC Challenge 2017 (F1=0.83)

   Python 38 8

4. PhysioNet PhysioNet Public

   MIT-BIH data preprocessing and a sample deep model

   Python 37 6

5. PIC_mortality PIC_mortality Public

   Predicting In-hospital Mortality of Patients in the Pediatric ICU

   Jupyter Notebook 14 5

6. CardioV CardioV Public

   Estimating Critical Value from Electrocardiogram using a Deep Ordinal Convolutional Neural Network

   Python 10 1