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A non-negative blind separation fetal heart sound analysis method and device

An analysis method and blind separation technology, applied in image analysis, pulse/heart rate measurement, image enhancement, etc., can solve the problem of difficult detection of autocorrelation function waveform, achieve good clinical fetal heart rate monitoring effect, high accuracy, and rapid extraction Effect

Active Publication Date: 2019-05-14
GUANGDONG UNIV OF TECH
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Problems solved by technology

Since the processing object of the correlation method is mainly deterministic periodic signals, and the fetal heart sound signal is affected by the fetus itself and its surrounding environment, it is not a deterministic periodic signal. This random change in cycle and waveform makes it difficult to detect the autocorrelation function waveform.

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  • A non-negative blind separation fetal heart sound analysis method and device
  • A non-negative blind separation fetal heart sound analysis method and device
  • A non-negative blind separation fetal heart sound analysis method and device

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Embodiment Construction

[0051] The present invention will be further described below in conjunction with the accompanying drawings, but the embodiments of the present invention are not limited thereto.

[0052] Such as figure 1 As shown, a non-negative blind separation fetal heart sound analysis method comprises the following steps:

[0053] 1) collecting fetal heart sound signals;

[0054] 2 pairs figure 2 The fetal heart sound signal collected in the computer is preprocessed, and the preprocessing process adopts wavelet transform that can effectively remove noise and maintain the local singularity of the signal;

[0055] 3) Transform the preprocessed signal into the time-frequency domain to obtain a non-negative spectrum. The method used is: calculate the wigner-ville distribution of the preprocessed signal and obtain its amplitude spectrum as Figure 4 ;

[0056] 4) Use non-negative matrix decomposition to perform blind separation, process the amplitude spectrum of the fetal heart sound signa...

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Abstract

The invention is a non-negative blind separation fetal heart sound analysis method and device, which includes the following steps: 1) collecting fetal heart sound signals; 2) preprocessing the collected fetal heart sound signals. The preprocessing process adopts a method that can effectively remove noise. Wavelet transform that can maintain the local singularity of the signal; 3) Transform the pre-processed signal into the time-frequency domain to obtain a non-negative spectrum. The method used is: find the wigner-ville distribution of the pre-processed signal and find the modulus Obtain its amplitude spectrum; 4) Use non-negative matrix decomposition for blind separation, process the amplitude spectrum of the fetal heart sound signal, and obtain the non-negative time-frequency component of the fetal heart sound signal; 5) Draw the envelope curve; 6) Analyze the envelope , set dual thresholds to achieve envelope segmentation, and calculate instantaneous heart rate. The invention has good flexibility, can more accurately segment fetal heart sound signals, and has high instantaneous heart rate recognition accuracy.

Description

technical field [0001] The invention relates to a non-negative blind separation fetal heart sound analysis method and device, belonging to the technical field of medical devices, in particular to the technical field of fetal monitoring. Background technique [0002] Most fetal dysplasia and even fetal asphyxia are caused by distress in the mother's womb. Monitoring the fetus in the mother's body during the perinatal period is an important means to ensure the safety of the fetus and the mother, and to achieve national eugenics. Since the heart sound is a reflection of the mechanical movement of the heart and large blood vessels, before some cardiovascular diseases have developed enough to produce pathological changes and clinical symptoms, the murmurs and distortions in the heart sound have already indicated the occurrence of the disease. Analytics can enable early diagnosis and intervention of diseases. The analysis of fetal heart sound signal is an important means of fetal...

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06T7/00G06T5/00A61B8/02
CPCG06T7/0012A61B8/02G06T2207/30044G06T2207/30048G06T5/70
Inventor 谢胜利谢侃蔡坤刘辉
Owner GUANGDONG UNIV OF TECH
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