Title :
Audio-Visual Tools for Computer-Assisted Diagnosis of Cardiac Disorders
Author :
Syed, Zahid ; Leeds, D. ; Curtis, D. ; Guttag, J. ; Nesta, Francesco ; Levine, R.A.
Author_Institution :
MIT, Cambridge, MA
Abstract :
The process of interpreting heart sounds is restricted by human auditory limitations. Shortcomings such as insensitivity to frequency changes, slow responses to rapidly occurring changes in acoustic signals and an inability to discriminate the presence of soft pathological sounds are the source of inaccuracies and persist even with experience. This restricts both the practice and teaching of auscultation. In this paper we propose and evaluate a suite of presentation tools for computer-assisted auscultation. We explore the use of digital signal processing techniques to slow down heart sounds while preserving frequency content, differential enhancement across frequency scales to amplify pathological disease signatures, visualization of the signal to measure changes in signal energy across time and presentation of a representative prototypical signal for the patient
Keywords :
bioacoustics; cardiology; medical signal processing; patient diagnosis; audio-visual tools; cardiac disorders; computer-assisted auscultation; computer-assisted diagnosis; differential enhancement; digital signal processing; frequency content; heart sounds; human auditory limitations; pathological disease signatures; signal energy changes; Cardiac disease; Cardiovascular diseases; Computer aided diagnosis; Digital signal processing; Education; Frequency; Heart; Humans; Pathology; Signal processing;
Conference_Titel :
Computer-Based Medical Systems, 2006. CBMS 2006. 19th IEEE International Symposium on
Conference_Location :
Salt Lake City, UT
Print_ISBN :
0-7695-2517-1
DOI :
10.1109/CBMS.2006.50