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ECG Classification Capstone

Files

  • methodA.ipynb: Residual CNNs with Attention Mechanism
  • methodB.ipynb: Improved ResNet
  • methodC.ipynb: KNN baseline from Aim 1
  • methodD.py: Ensemble methodA and methodB
  • ecgLoader.py: Preprocessing and dataset loading utility

Dataset

Results

Method Accuracy mitbih Accuracy
methodA 99% 98%
methodB 99% 98%
methodC 100% 98%
methodD 100% 98%

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