scholarly journals Gated recurrent unit-based heart sound analysis for heart failure screening

2020 ◽  
Vol 19 (1) ◽  
Author(s):  
Shan Gao ◽  
Yineng Zheng ◽  
Xingming Guo
Circulation ◽  
2020 ◽  
Vol 142 (Suppl_3) ◽  
Author(s):  
Estefania Oliveros ◽  
Ashish A Correa ◽  
Aditya Parikh ◽  
Robert Leber ◽  
Soheila Talebi ◽  
...  

Introduction: High-output heart failure (HF) develops in the setting of excessive cardiac output. Case Presentation: 65-year-old male with HF (EF 40%), severe right ventricular dysfunction, and emphysema presented with dyspnea and anasarca. On admission, physical examination showed a BP 97/66mmHg, heart rate 109bpm, temperature 97.2F, respiratory rate of 19rpm, 93% on 2-Liters of oxygen. Jugular venous pressure was 20 cm H20 with large V waves. The rhythm was irregular, with a loud second heart sound, audible third heart sound, parasternal heave, and left lower sternal border murmur. Lung exam demonstrated basilar crackles and prolonged expiratory phase. The abdomen was distended with a pulsatile liver and the lower extremities were cool with 3+ pitting edema. There was an audible bruit with thrill at the right groin. Laboratory testing showed sodium=123mEq/L, creatinine=1.25mg/dL, bilirubin=2.2, ALT=135U/L, AST=146u/L, troponin-I=0.097ng/mL, BNP=1528pg/mL. CT and VQ scan were negative for acute/chronic pulmonary embolism. Lower extremity Doppler ultrasound revealed a right common femoral arteriovenous (AV) fistula (Fig.1). After diuretics and milrinone, a left heart catheterization demonstrated known three vessel disease, but without limitations in instant flow reserve. Right heart catheterization demonstrated RA=15mmHg, RV=50/16mmHg, PA=50/24(34)mmHg, PCWP=11mmHg, CO=5.4L/min, PVR=4.25WU, after which the fistula was ligated. On post-op day 2, repeat hemodynamics off inotropes showed an RA=4mmHg, PA=40/18mmHg, PCWP=18 mmHg, CO=4.4L/min and normalization of end-organ function. He was maximized on GDMT. Echocardiogram 5 months later showed improvement of RV function and he was able to go back to work with minimal symptoms. Conclusion: AV fistulas can lead to high-output HF if undiagnosed. A multidisciplinary approach and comprehensive hemodynamic assessment proved essential in allowing improvement of symptoms and resulting outcomes.


1993 ◽  
Vol 21 (2) ◽  
pp. 419-423 ◽  
Author(s):  
Tatsuji Kono ◽  
Howard Rosman ◽  
Mohsin Alam ◽  
Paul D. Stein ◽  
Hani N. Sabbah

2011 ◽  
Vol 121-126 ◽  
pp. 872-876
Author(s):  
Ye Wei Tao ◽  
Xie Feng Cheng ◽  
Shu Yang He ◽  
Yan Ping Ge ◽  
Yan Hong Huang

A heart sounds signal generator in the heart sound analysis instrument based on the LabVIEW is devised. The instrument is developed in PC. Heart sounds signal generator can according to need to produce a synthetic heart sounds signal for users to learn and use. The parameters setting are also discussed to find out the best for the each part. All the parameters can be set by user and the best ones are default values so that the instrument can fit other environment. The running test of this instrument proves it can generate and play heart sound precisely,and can be used as an assistance to show, play, and analyze heart sound


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