کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
10435130 910857 2011 6 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
An adaptive singular spectrum analysis approach to murmur detection from heart sounds
موضوعات مرتبط
مهندسی و علوم پایه سایر رشته های مهندسی مهندسی پزشکی
پیش نمایش صفحه اول مقاله
An adaptive singular spectrum analysis approach to murmur detection from heart sounds
چکیده انگلیسی
Murmur is the result of various heart abnormalities. A new robust approach for separation of murmur from heart sound has been suggested in this article. Singular spectrum analysis (SSA) has been adapted to the changes in the statistical properties of the data and effectively used for detection of murmur from single-channel heart sound (HS) signals. Incorporating a cleverly selected a priori within the SSA reconstruction process, results in an accurate separation of normal HS from the murmur segment. Another contribution of this work is selection of the correct subspace of the desired signal component automatically. In addition, the subspace size can be identified iteratively. A number of HS signals with murmur have been processed using the proposed adaptive SSA (ASSA) technique and the results have been quantified both objectively and subjectively.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Medical Engineering & Physics - Volume 33, Issue 3, April 2011, Pages 362-367
نویسندگان
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