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A package for automatically annotating heart sounds locations based on ECG traces.

Project description

HeartSounds is a package for automatically annotating heart sounds locations based on ECG traces.

Audio with S1 and S2 periods

ECG with peaks

Quick example

from src.find_ecg_peaks import find_ecg_peaks
from src.annotations import get_heart_sound_timings_by_intervals, save_annotations_to_file
import wfdb

# Download example data
signal, fields = wfdb.rdsamp('ECGPCG0007', pn_dir='ephnogram/WFDB', channels=[0])
ecg = signal[:, 0]
ecg_sample_rate = fields['fs']

# Find ECG R and T peaks
ecg_peaks = find_ecg_peaks(ecg, ecg_sample_rate)

# Find heart sound timings
annotations = get_heart_sound_timings_by_intervals(ecg_peaks)

# Save annotations to file
save_annotations_to_file('./', 'annotations', annotations)

Examples

Project details


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