Name
Title | ||
|---|---|---|
Heartbeats Classification Using Hybrid Time-Frequency Analysis and Transfer Learning Based on ResNet |
Abstract | ||
|---|---|---|
The classification of heartbeats is an important method for cardiac arrhythmia analysis. This study proposes a novel heartbeat classification method using hybrid time-frequency analysis and transfer learning based on ResNet-101. The proposed method has the following major advantages over the afore-mentioned methods: it avoids the need for manual features extraction in the traditional machine learn... |
Year | DOI | Venue |
|---|---|---|
2021 | 10.1109/JBHI.2021.3085318 | IEEE Journal of Biomedical and Health Informatics |
Keywords | DocType | Volume |
Electrocardiography,Heart beat,Time-frequency analysis,Feature extraction,Transforms,Databases,Heart rate variability | Journal | 25 |
Issue | ISSN | Citations |
11 | 2168-2194 | 0 |
PageRank | References | Authors |
0.34 | 0 | 5 |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Yatao Zhang | 1 | 0 | 1.01 |
| Junyan Li | 2 | 0 | 0.34 |
| Shoushui Wei | 3 | 23 | 9.45 |
| Fengyu Zhou | 4 | 1 | 1.02 |
| Dong Li | 5 | 0 | 0.34 |