Name
Title | ||
|---|---|---|
Automated characterization of coronary artery disease, myocardial infarction, and congestive heart failure using contourlet and shearlet transforms of electrocardiogram signal. |
Abstract | ||
|---|---|---|
•Classification of normal, CAD, MI and CHF classes using ECG beat is proposed•CWT transform is performed on ECG beat•Contourlet and shearlet transforms are performed on scalogram•First and second order statistical features are extracted•Obtained an accuracy of 99.55% using contourlet transform |
Year | DOI | Venue |
|---|---|---|
2017 | 10.1016/j.knosys.2017.06.026 | Knowledge-Based Systems |
Keywords | Field | DocType |
Coronary artery disease,Myocardial infarction,Congestive heart failure,Electrocardiogram,Continuous wavelet transform,Contourlet and shearlet transforms | Coronary artery disease,Myocardial infarction,Data mining,Pattern recognition,Computer science,Shearlet,Continuous wavelet transform,Tsallis entropy,Artificial intelligence,Standard deviation,Kurtosis,Contourlet | Journal |
Volume | ISSN | Citations |
132 | 0950-7051 | 15 |
PageRank | References | Authors |
0.59 | 28 | 10 |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Rajendra Acharya U | 1 | 4666 | 296.34 |
| Hamido Fujita | 2 | 2644 | 185.03 |
| Vidya Sudarshan | 3 | 208 | 14.19 |
| Shu Lih Oh | 4 | 121 | 5.26 |
| Muhammad Adam | 5 | 407 | 16.51 |
| Jen-Hong Tan | 6 | 745 | 32.04 |
| Jie Hui Koo | 7 | 15 | 0.59 |
| Arihant Jain | 8 | 15 | 0.59 |
| Choo Min Lim | 9 | 446 | 28.35 |
| Kuang Chua Chua | 10 | 201 | 9.36 |