Title | ||
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Automated technique for coronary artery disease characterization and classification using DD-DTDWT in ultrasound images. |
Abstract | ||
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•Automated system is proposed for coronary artery disease diagnosis using US images.•Entropy features are derived from DD-DTDWT method.•The dimension of the extracted features are reduced using marginal fisher analysis (MFA) and are optimally selected using entropy based test.•Attained maximum accuracy of 96.05% for linear discriminant analysis classifier. |
Year | DOI | Venue |
---|---|---|
2018 | 10.1016/j.bspc.2017.09.030 | Biomedical Signal Processing and Control |
Keywords | Field | DocType |
Coronary artery disease,Computer aided diagnosis,Double density-dual tree discrete wavelet transform,Entropy | Coronary artery disease,Automated technique,Acute coronary syndrome,Internal medicine,Cardiology,Computer-aided diagnosis,Ischemia,Discrete wavelet transform,Linear discriminant analysis,Medicine,Ultrasound | Journal |
Volume | ISSN | Citations |
40 | 1746-8094 | 5 |
PageRank | References | Authors |
0.42 | 29 | 8 |
Name | Order | Citations | PageRank |
---|---|---|---|
U. Raghavendra | 1 | 93 | 7.70 |
Hamido Fujita | 2 | 2644 | 185.03 |
Anjan Gudigar | 3 | 52 | 5.72 |
Shetty Ranjan | 4 | 37 | 2.16 |
N. Krishnananda | 5 | 40 | 2.24 |
Pai Umesh | 6 | 40 | 2.24 |
Jyothi Samanth | 7 | 11 | 0.85 |
Rajendra Acharya U | 8 | 4666 | 296.34 |