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Classification project for AFIB disease by using patient's ECG records.

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AFIB_Classification_Project ❤️‍🔥

  • This project aims classifying AFIB disease by using patient's ECG records.
  • ECG (Electrocardiogram) is records of electrical signal from heart to check patient's heart conditions.
  • This project uses PTB XL database from kaggle (https://www.kaggle.com/datasets/khyeh0719/ptb-xl-dataset). It includes 21,187 patient's ECG and personal data
  • 1-Dimensional Convolutional Neural Networks are used as models in this project
  • You can find a deployed model in this repository , the model is trained for 100 Hz (lr) data

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Classification project for AFIB disease by using patient's ECG records.

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