Name
Title | ||
|---|---|---|
Inter-patient heartbeat classification based on region feature extraction and ensemble classifier. |
Abstract | ||
|---|---|---|
•Region feature extraction which fully utilize the diseases information of different waves is proposed.•This work is the first inter-patient research for specific types of arrhythmia.•An ensemble classifier fusing four different base classifiers is constructed.•A new division scheme of MIT-BIH arrhythmia database balancing all the categories in training and test set is introduced. |
Year | DOI | Venue |
|---|---|---|
2019 | 10.1016/j.bspc.2019.02.012 | Biomedical Signal Processing and Control |
Keywords | Field | DocType |
Electrocardiogram,Arrhythmia,Inter-patient,Region feature extraction,Ensemble classifier | Computer vision,Heartbeat,Left bundle branch block,Normalization (statistics),Pattern recognition,Right bundle branch block,Feature extraction,Preprocessor,Artificial intelligence,Classifier (linguistics),Mathematics | Journal |
Volume | ISSN | Citations |
51 | 1746-8094 | 1 |
PageRank | References | Authors |
0.35 | 0 | 6 |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Haotian Shi | 1 | 6 | 4.48 |
| Haoren Wang | 2 | 2 | 2.72 |
| zhang fei | 3 | 24 | 7.85 |
| Yixiang Huang | 4 | 7 | 5.87 |
| Liqun Zhao | 5 | 2 | 3.74 |
| Cheng-liang Liu | 6 | 220 | 38.50 |