Matches in SemOpenAlex for { <https://semopenalex.org/work/W1950112015> ?p ?o ?g. }
Showing items 1 to 64 of
64
with 100 items per page.
- W1950112015 abstract "Cardiac arrhythmia, which means abnormality of heart rhythm, in fact refers to disorder in electrical conduction system of the heart. The aim of this paper is to present a classifier system based on Probabilistic Neural Networks in order to detect and classify abnormal heart rates, where besides its simplicity, has high resolution capability. The proposed algorithm has three stages. At first, the electrocardiogram signals impose into preprocessing block. After preprocessing and noise elimination, the exact position of R peak is detected by multi resolution wavelet analysis. In the next step, the extracted linear predictive coefficients (LPC) of QRS complex will enter in to the classification block as an input. A Support Vector Machine classifier is developed in parallel to verify and measure the PNN classifier’s success. The experiments were conducted on the ECG data from the MIT-BIH database to classify four kinds of abnormal waveforms and normal beats such as Normal sinus rhythm, Atrial premature contraction (APC), Right bundle branch block (RBBB) and Left bundle branch block (LBBB). The results show 92.9% accuracy and 93.17% sensitivity" @default.
- W1950112015 created "2016-06-24" @default.
- W1950112015 creator A5003840980 @default.
- W1950112015 creator A5066217897 @default.
- W1950112015 date "2013-09-01" @default.
- W1950112015 modified "2023-09-27" @default.
- W1950112015 title "Classification of Arrhythmias Using Linear Predictive Coefficients and Probabilistic Neural Network" @default.
- W1950112015 cites W1492152380 @default.
- W1950112015 cites W1503196035 @default.
- W1950112015 cites W1906235018 @default.
- W1950112015 cites W1964168965 @default.
- W1950112015 cites W1974825885 @default.
- W1950112015 cites W1974885452 @default.
- W1950112015 cites W2003465012 @default.
- W1950112015 cites W2034694726 @default.
- W1950112015 cites W2047266047 @default.
- W1950112015 cites W2069501481 @default.
- W1950112015 cites W2079939141 @default.
- W1950112015 cites W2085697838 @default.
- W1950112015 cites W2125654608 @default.
- W1950112015 cites W2334754775 @default.
- W1950112015 cites W2474911324 @default.
- W1950112015 cites W2534883405 @default.
- W1950112015 hasPublicationYear "2013" @default.
- W1950112015 type Work @default.
- W1950112015 sameAs 1950112015 @default.
- W1950112015 citedByCount "1" @default.
- W1950112015 countsByYear W19501120152014 @default.
- W1950112015 crossrefType "journal-article" @default.
- W1950112015 hasAuthorship W1950112015A5003840980 @default.
- W1950112015 hasAuthorship W1950112015A5066217897 @default.
- W1950112015 hasBestOaLocation W19501120152 @default.
- W1950112015 hasConcept C134342201 @default.
- W1950112015 hasConcept C153180895 @default.
- W1950112015 hasConcept C154945302 @default.
- W1950112015 hasConcept C175202392 @default.
- W1950112015 hasConcept C41008148 @default.
- W1950112015 hasConcept C49937458 @default.
- W1950112015 hasConcept C50644808 @default.
- W1950112015 hasConceptScore W1950112015C134342201 @default.
- W1950112015 hasConceptScore W1950112015C153180895 @default.
- W1950112015 hasConceptScore W1950112015C154945302 @default.
- W1950112015 hasConceptScore W1950112015C175202392 @default.
- W1950112015 hasConceptScore W1950112015C41008148 @default.
- W1950112015 hasConceptScore W1950112015C49937458 @default.
- W1950112015 hasConceptScore W1950112015C50644808 @default.
- W1950112015 hasLocation W19501120151 @default.
- W1950112015 hasLocation W19501120152 @default.
- W1950112015 hasOpenAccess W1950112015 @default.
- W1950112015 hasPrimaryLocation W19501120151 @default.
- W1950112015 hasRelatedWork W1975643538 @default.
- W1950112015 hasRelatedWork W2048220287 @default.
- W1950112015 hasRelatedWork W2067837718 @default.
- W1950112015 hasRelatedWork W2125123064 @default.
- W1950112015 hasRelatedWork W2236741694 @default.
- W1950112015 hasRelatedWork W2355754418 @default.
- W1950112015 hasRelatedWork W2355766745 @default.
- W1950112015 hasRelatedWork W2361455248 @default.
- W1950112015 hasRelatedWork W2366244137 @default.
- W1950112015 hasRelatedWork W2381770184 @default.
- W1950112015 isParatext "false" @default.
- W1950112015 isRetracted "false" @default.
- W1950112015 magId "1950112015" @default.
- W1950112015 workType "article" @default.