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Table 1 ECG Record description for two-class case (N and AF)

From: AFibNet: an implementation of atrial fibrillation detection with convolutional neural network

Dataset

Frequency sampling (Hz)

Class

Records

Training data

Validation data

Testing/unseen data

PhysioNet/CinC challenge 2017

300

N

5154

  

–

AF

771

  

–

China physiological signal challenge 2018

500

N

918

7409

823

–

AF

1098

  

–

MIT–BIH atrial fibrillation

250

AF

291

  

–

MIT–BIH arrhythmia

360

AF

6

–

–

–

ECG long term

128

AF

38

–

–

–

Paroxysmal AF

128

AF

48

–

–

–

AF termination challenge

128

AF

10

–

–

–

Fantasia

250

N

24

–

–

–

N

1646

–

–

–

ECG recording from Chapman University and Shaoxing People’s Hospital

500

AF

1780

–

–

3610

Indonesian Hospital (ECG 1)

500

N

42

–

–

–

AF

3

–

–

–

Indonesian Hospital (ECG 2)

400

AF

13

–

–

–

Total

 

7409

823

3610