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TY  - JOUR
AU  - Jaiswal, Gaurav Kumar
AU  - Paul, Ranbir
PY  - 2014/08/26
Y2  - 2025/09/23
TI  - Artificial neural network for ecg classification
JF  - Recent Research in Science and Technology
JA  - RRST
VL  - 6
IS  - 1
SE  - Articles
DO  - 
UR  - https://www.updatepublishing.com/journal/index.php/rrst/article/view/1158
SP  - 
AB  - &lt;!--[if gte mso 9]&gt;&lt;xml&gt; &lt;w:WordDocument&gt; &lt;w:View&gt;Normal&lt;/w:View&gt; &lt;w:Zoom&gt;0&lt;/w:Zoom&gt; &lt;w:TrackMoves /&gt; &lt;w:TrackFormatting /&gt; &lt;w:PunctuationKerning /&gt; &lt;w:ValidateAgainstSchemas /&gt; &lt;w:SaveIfXMLInvalid&gt;false&lt;/w:SaveIfXMLInvalid&gt; &lt;w:IgnoreMixedContent&gt;false&lt;/w:IgnoreMixedContent&gt; &lt;w:AlwaysShowPlaceholderText&gt;false&lt;/w:AlwaysShowPlaceholderText&gt; &lt;w:DoNotPromoteQF /&gt; &lt;w:LidThemeOther&gt;EN-US&lt;/w:LidThemeOther&gt; &lt;w:LidThemeAsian&gt;X-NONE&lt;/w:LidThemeAsian&gt; &lt;w:LidThemeComplexScript&gt;X-NONE&lt;/w:LidThemeComplexScript&gt; &lt;w:Compatibility&gt; &lt;w:BreakWrappedTables /&gt; &lt;w:SnapToGridInCell /&gt; &lt;w:WrapTextWithPunct /&gt; &lt;w:UseAsianBreakRules /&gt; &lt;w:DontGrowAutofit /&gt; &lt;w:SplitPgBreakAndParaMark /&gt; &lt;w:DontVertAlignCellWithSp /&gt; &lt;w:DontBreakConstrainedForcedTables /&gt; &lt;w:DontVertAlignInTxbx /&gt; &lt;w:Word11KerningPairs /&gt; &lt;w:CachedColBalance /&gt; &lt;/w:Compatibility&gt; &lt;w:BrowserLevel&gt;MicrosoftInternetExplorer4&lt;/w:BrowserLevel&gt; &lt;m:mathPr&gt; &lt;m:mathFont m:val=&quot;Cambria Math&quot; /&gt; &lt;m:brkBin m:val=&quot;before&quot; /&gt; &lt;m:brkBinSub m:val=&quot; &quot; /&gt; &lt;m:smallFrac m:val=&quot;off&quot; /&gt; &lt;m:dispDef /&gt; &lt;m:lMargin m:val=&quot;0&quot; /&gt; &lt;m:rMargin m:val=&quot;0&quot; /&gt; &lt;m:defJc m:val=&quot;centerGroup&quot; /&gt; &lt;m:wrapIndent m:val=&quot;1440&quot; /&gt; &lt;m:intLim m:val=&quot;subSup&quot; /&gt; &lt;m:naryLim m:val=&quot;undOvr&quot; /&gt; &lt;/m:mathPr&gt;&lt;/w:WordDocument&gt; &lt;/xml&gt;&lt;![endif]--&gt; &lt;p class=&quot;MsoNormal&quot; style=&quot;text-align: justify;&quot;&gt;This research work is supervised by ANN based algorithm to classify the ECG waveforms. The ECG waveform gives the almost all information about activity of the heart, which is depending on the electrical activity of the heart. In this paper we are focused only five features of ECG signal P, Q, R, S, T. This is achieved by extracting the various features and duration of ECG waveform P-wave, PR segment, PR interval, QRS Complex, ST segment, T-wave, ST- interval, QTc and QRS voltage. ECG signal and heart rate are used the parameter for detection diseases, most of the data comes from PhysioDataNet and MIT-BIH data base. This research is focused on to find out best neural network structure which classifies the abnormalities of heart diseases. 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Name=&quot;Medium List 1 Accent 5&quot; /&gt; &lt;w:LsdException Locked=&quot;false&quot; Priority=&quot;66&quot; SemiHidden=&quot;false&quot;    UnhideWhenUsed=&quot;false&quot; Name=&quot;Medium List 2 Accent 5&quot; /&gt; &lt;w:LsdException Locked=&quot;false&quot; Priority=&quot;67&quot; SemiHidden=&quot;false&quot;    UnhideWhenUsed=&quot;false&quot; Name=&quot;Medium Grid 1 Accent 5&quot; /&gt; &lt;w:LsdException Locked=&quot;false&quot; Priority=&quot;68&quot; SemiHidden=&quot;false&quot;    UnhideWhenUsed=&quot;false&quot; Name=&quot;Medium Grid 2 Accent 5&quot; /&gt; &lt;w:LsdException Locked=&quot;false&quot; Priority=&quot;69&quot; SemiHidden=&quot;false&quot;    UnhideWhenUsed=&quot;false&quot; Name=&quot;Medium Grid 3 Accent 5&quot; /&gt; &lt;w:LsdException Locked=&quot;false&quot; Priority=&quot;70&quot; SemiHidden=&quot;false&quot;    UnhideWhenUsed=&quot;false&quot; Name=&quot;Dark List Accent 5&quot; /&gt; &lt;w:LsdException Locked=&quot;false&quot; Priority=&quot;71&quot; SemiHidden=&quot;false&quot;    UnhideWhenUsed=&quot;false&quot; Name=&quot;Colorful Shading Accent 5&quot; /&gt; &lt;w:LsdException Locked=&quot;false&quot; Priority=&quot;72&quot; SemiHidden=&quot;false&quot;    UnhideWhenUsed=&quot;false&quot; Name=&quot;Colorful List Accent 5&quot; /&gt; &lt;w:LsdException Locked=&quot;false&quot; Priority=&quot;73&quot; SemiHidden=&quot;false&quot;    UnhideWhenUsed=&quot;false&quot; Name=&quot;Colorful Grid Accent 5&quot; /&gt; &lt;w:LsdException Locked=&quot;false&quot; Priority=&quot;60&quot; SemiHidden=&quot;false&quot;    UnhideWhenUsed=&quot;false&quot; Name=&quot;Light Shading Accent 6&quot; /&gt; &lt;w:LsdException Locked=&quot;false&quot; Priority=&quot;61&quot; SemiHidden=&quot;false&quot;    UnhideWhenUsed=&quot;false&quot; Name=&quot;Light List Accent 6&quot; /&gt; &lt;w:LsdException Locked=&quot;false&quot; Priority=&quot;62&quot; SemiHidden=&quot;false&quot;    UnhideWhenUsed=&quot;false&quot; Name=&quot;Light Grid Accent 6&quot; /&gt; &lt;w:LsdException Locked=&quot;false&quot; Priority=&quot;63&quot; SemiHidden=&quot;false&quot;    UnhideWhenUsed=&quot;false&quot; Name=&quot;Medium Shading 1 Accent 6&quot; /&gt; &lt;w:LsdException Locked=&quot;false&quot; Priority=&quot;64&quot; SemiHidden=&quot;false&quot;    UnhideWhenUsed=&quot;false&quot; Name=&quot;Medium Shading 2 Accent 6&quot; /&gt; &lt;w:LsdException Locked=&quot;false&quot; Priority=&quot;65&quot; SemiHidden=&quot;false&quot;    UnhideWhenUsed=&quot;false&quot; Name=&quot;Medium List 1 Accent 6&quot; /&gt; &lt;w:LsdException Locked=&quot;false&quot; Priority=&quot;66&quot; SemiHidden=&quot;false&quot;    UnhideWhenUsed=&quot;false&quot; Name=&quot;Medium List 2 Accent 6&quot; /&gt; &lt;w:LsdException Locked=&quot;false&quot; Priority=&quot;67&quot; SemiHidden=&quot;false&quot;    UnhideWhenUsed=&quot;false&quot; Name=&quot;Medium Grid 1 Accent 6&quot; /&gt; &lt;w:LsdException Locked=&quot;false&quot; Priority=&quot;68&quot; SemiHidden=&quot;false&quot;    UnhideWhenUsed=&quot;false&quot; Name=&quot;Medium Grid 2 Accent 6&quot; /&gt; &lt;w:LsdException Locked=&quot;false&quot; Priority=&quot;69&quot; SemiHidden=&quot;false&quot;    UnhideWhenUsed=&quot;false&quot; Name=&quot;Medium Grid 3 Accent 6&quot; /&gt; &lt;w:LsdException Locked=&quot;false&quot; Priority=&quot;70&quot; SemiHidden=&quot;false&quot;    UnhideWhenUsed=&quot;false&quot; Name=&quot;Dark List Accent 6&quot; /&gt; &lt;w:LsdException Locked=&quot;false&quot; Priority=&quot;71&quot; SemiHidden=&quot;false&quot;    UnhideWhenUsed=&quot;false&quot; Name=&quot;Colorful Shading Accent 6&quot; /&gt; &lt;w:LsdException Locked=&quot;false&quot; Priority=&quot;72&quot; SemiHidden=&quot;false&quot;    UnhideWhenUsed=&quot;false&quot; Name=&quot;Colorful List Accent 6&quot; /&gt; &lt;w:LsdException Locked=&quot;false&quot; Priority=&quot;73&quot; SemiHidden=&quot;false&quot;    UnhideWhenUsed=&quot;false&quot; Name=&quot;Colorful Grid Accent 6&quot; /&gt; &lt;w:LsdException Locked=&quot;false&quot; Priority=&quot;19&quot; SemiHidden=&quot;false&quot;    UnhideWhenUsed=&quot;false&quot; QFormat=&quot;true&quot; Name=&quot;Subtle Emphasis&quot; /&gt; &lt;w:LsdException Locked=&quot;false&quot; Priority=&quot;21&quot; SemiHidden=&quot;false&quot;    UnhideWhenUsed=&quot;false&quot; QFormat=&quot;true&quot; Name=&quot;Intense Emphasis&quot; /&gt; &lt;w:LsdException Locked=&quot;false&quot; Priority=&quot;31&quot; SemiHidden=&quot;false&quot;    UnhideWhenUsed=&quot;false&quot; QFormat=&quot;true&quot; Name=&quot;Subtle Reference&quot; /&gt; &lt;w:LsdException Locked=&quot;false&quot; Priority=&quot;32&quot; SemiHidden=&quot;false&quot;    UnhideWhenUsed=&quot;false&quot; QFormat=&quot;true&quot; Name=&quot;Intense Reference&quot; /&gt; &lt;w:LsdException Locked=&quot;false&quot; Priority=&quot;33&quot; SemiHidden=&quot;false&quot;    UnhideWhenUsed=&quot;false&quot; QFormat=&quot;true&quot; Name=&quot;Book Title&quot; /&gt; &lt;w:LsdException Locked=&quot;false&quot; Priority=&quot;37&quot; Name=&quot;Bibliography&quot; /&gt; &lt;w:LsdException Locked=&quot;false&quot; Priority=&quot;39&quot; QFormat=&quot;true&quot; Name=&quot;TOC Heading&quot; /&gt; &lt;/w:LatentStyles&gt; &lt;/xml&gt;&lt;![endif]--&gt;&lt;!--[if gte mso 10]&gt; &lt;style&gt; /* Style Definitions */ table.MsoNormalTable	{mso-style-name:&quot;Table Normal&quot;;	mso-tstyle-rowband-size:0;	mso-tstyle-colband-size:0;	mso-style-noshow:yes;	mso-style-priority:99;	mso-style-qformat:yes;	mso-style-parent:&quot;&quot;;	mso-padding-alt:0in 5.4pt 0in 5.4pt;	mso-para-margin-top:0in;	mso-para-margin-right:0in;	mso-para-margin-bottom:10.0pt;	mso-para-margin-left:0in;	line-height:115%;	mso-pagination:widow-orphan;	font-size:11.0pt;	font-family:&quot;Calibri&quot;,&quot;sans-serif&quot;;	mso-ascii-font-family:Calibri;	mso-ascii-theme-font:minor-latin;	mso-fareast-font-family:&quot;Times New Roman&quot;;	mso-fareast-theme-font:minor-fareast;	mso-hansi-font-family:Calibri;	mso-hansi-theme-font:minor-latin;	mso-bidi-font-family:&quot;Times New Roman&quot;;	mso-bidi-theme-font:minor-bidi;}&lt;/style&gt; &lt;![endif]--&gt;
ER  -