PCA-based heart sound feature generation for a ventricular septal defect discrimination

Author(s):  
Shuping Sun ◽  
Haibin Wang ◽  
Chi Cheng ◽  
Zhenhui Chang ◽  
Dayong Huang
2020 ◽  
Vol 1 (2) ◽  
pp. 99-106
Author(s):  
Dedi Kurniadi ◽  
Surfa Yondri ◽  
Albar ◽  
Roza Susanti ◽  
David Eka Putra ◽  
...  

Heart Sounds are important things in the human body that can deliver information related to the heart condition. However, a recorded signal such as PCG and ECG that getting through Audicor still contain unexpected components or noise while the recording process happens it makes the result data from Audicor cannot directly use to recognize the condition of the heart. This research presents signal processing and data analysis to suppress the noise of the heart sounds that getting while the process of recording data happens. The cleaned heart sound will be processed in feature extraction by using FFT and PCA that capable to produce the feature both of the normal and abnormal heart sounds. For the normal case, we get the data from some healthy volunteers recorded by using Audicor. While the abnormal heart sound we focus to observe the data that contain Ventricular Septal Defect (VSD) that getting from a partner hospital.  As a result, feature both normal and abnormal heart sounds can be separated.


Heart ◽  
1971 ◽  
Vol 33 (4) ◽  
pp. 428-431 ◽  
Author(s):  
C Harris ◽  
J Wise ◽  
C M Oakley

1970 ◽  
Vol 25 (3) ◽  
pp. 161-163
Author(s):  
Nurun Nahar Fatema ◽  
Mamunur Rahman ◽  
Mujubul Haque

A four year old girl was diagnosed as a case of mid muscular Ventricular Septal Defect (VSD) since early infancy. She had history of failure to thrive (FTT) and recurrent chest infection or pneumonia. As her pulmonary artery pressure was almost normal she was planned for device closure on elective basis once device and technology would be available in cardiac centre of combined Military Hospital (CMH) Dhaka. Finally it was done on 21st August 2005 and patient was discharged after 72 hours observation period. Echocardiography on next morning showed complete occlusion of defect with no residual shunt. (J Bangladesh Coll Phys Surg 2007; 25 : 161-163)


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