mirror of
https://github.com/This-weiyuqing/ECG_by_Diffenert_CNN_Test.git
synced 2026-10-18 03:13:39 +08:00
44 lines
1.2 KiB
Python
44 lines
1.2 KiB
Python
import wfdb
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import numpy as np
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def getDataset(number, X_data):
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# get ECG from mit-bih-arrhythmia-database-1.0.0
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print("get data:" + number + " ECG")
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record = wfdb.rdrecord('./MIT-BIT/' + number, channel_names=['MLII'])
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data = record.p_signal.flatten()
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# get R sample and symbol
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annotation = wfdb.rdann('MIT-BIT/' + number, 'atr')
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Rlocatation = annotation.sample
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Rclass = annotation.symbol
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X_data.append(data)
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wfdb.plot_wfdb(record=record, annotation=annotation, time_units='seconds')
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return
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def loadData():
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numberSet = ['100', '101', '103', '105', '106', '107', '108', '109', '111', '112', '113', '114', '115',
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'116', '117', '119', '121', '122', '123', '124', '200', '201', '202', '203', '205', '208',
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'210', '212', '213', '214', '215', '217', '219', '220', '221', '222', '223', '228', '230',
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'231', '232', '233', '234']
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dataSet = []
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for n in numberSet:
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getDataset(n, dataSet)
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return dataSet
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def main():
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dataSet = loadData()
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dataSet = np.array(dataSet)
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print(dataSet)
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print(dataSet.__sizeof__())
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print(dataSet.shape)
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print("get ECG data")
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if __name__ == '__main__':
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main()
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