Title :
Computer-aided auscultation to diagnose Renal Artery Stenosis
Author :
Lund, Morten Enemark ; Buur, Tom ; Schmidt, Samuel Emil ; Struijk, Johannes Jan
Author_Institution :
Dept. of Health Sci. & Technolgoy, Aalborg Univ., Aalborg, Denmark
fDate :
Aug. 31 2010-Sept. 4 2010
Abstract :
Renal Artery Stenosis (RAS) is the most common cause of secondary hypertension, and early diagnosis is important since correct and timely treatment may cure hypertension and prevent loss of renal function. This study investigates a new approach to diagnosing renal artery stenosis by computer analysis of the phonogram recorded with an electronic stethoscope. Phonograms recorded from five positions over the renal arteries were obtained, three from patients with confirmed RAS and 15 from healthy subjects. Two features describing the power ratios between the systolic and diastolic periods in two different frequency bands were extracted. It was possible to discriminate all three RAS subjects from the healthy subjects in the frequency band 0.4-1.1 kHz. However, the number of subjects is insufficient to draw statistically significant conclusions about the performance of the system.
Keywords :
acoustic signal processing; bioacoustics; biomedical equipment; blood vessels; kidney; medical signal processing; computer analysis; computer-aided auscultation; diastolic period; electronic stethoscope; frequency 0.4 kHz to 1.1 kHz; frequency bands; phonogram; renal artery stenosis; renal function; secondary hypertension; systolic period; Angiography; Arteries; Diseases; Electrocardiography; Feature extraction; Hypertension; Stethoscope; Adult; Aged; Algorithms; Diagnosis, Computer-Assisted; Female; Heart Auscultation; Humans; Male; Middle Aged; Renal Artery Obstruction; Reproducibility of Results; Sensitivity and Specificity; Sound Spectrography; Young Adult;
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2010 Annual International Conference of the IEEE
Conference_Location :
Buenos Aires
Print_ISBN :
978-1-4244-4123-5
DOI :
10.1109/IEMBS.2010.5626019