Name
Abstract | ||
|---|---|---|
•Lung sound is acquired using a novel 4-channel data acquisition system.•Asthma is detected using posterior lung sound signal, even in absence of wheeze.•A novel subband-based feature extraction technique is proposed.•The proposed method outperforms commonly used feature extraction methods.•Channel combinations are studied to reveal their attributes in asthma detection. |
Year | DOI | Venue |
|---|---|---|
2018 | 10.1016/j.cmpb.2018.03.002 | Computer Methods and Programs in Biomedicine |
Keywords | Field | DocType |
Artificial neural network (ANN),Asthma,Lung sound analysis,Power spectral density (PSD),Statistical features,Support vector machine (SVM) | Signal processing,Computer vision,Pattern recognition,Computer science,Support vector machine,Data acquisition,Feature extraction,Spectral density,Wheeze,Artificial intelligence,Artificial neural network,Auscultation | Journal |
Volume | ISSN | Citations |
159 | 0169-2607 | 2 |
PageRank | References | Authors |
0.38 | 12 | 4 |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Md. Ariful Islam | 1 | 22 | 5.55 |
| Irin Bandyopadhyaya | 2 | 2 | 0.38 |
| Parthasarathi Bhattacharyya | 3 | 2 | 0.72 |
| Goutam Saha | 4 | 255 | 23.17 |