Name
Title | ||
|---|---|---|
Multiple Instance Dictionary Learning for Beat-to-Beat Heart Rate Monitoring From Ballistocardiograms. |
Abstract | ||
|---|---|---|
A multiple instance dictionary learning approach, dictionary learning using functions of multiple instances (DL-FUMI), is used to perform beat-to-beat heart rate estimation and to characterize heartbeat signatures from ballistocardiogram (BCG) signals collected with a hydraulic bed sensor. DL-FUMI estimates a “heartbeat concept” that represents an individual's personal ballistocardiogram heartbeat... |
Year | DOI | Venue |
|---|---|---|
2018 | 10.1109/TBME.2018.2812602 | IEEE Transactions on Biomedical Engineering |
Keywords | Field | DocType |
Heart rate variability,Dictionaries,Heart beat,Monitoring,Machine learning,Training | Heart rate monitoring,Heartbeat,Dictionary learning,Pattern recognition,Speech recognition,Ground truth,Artificial intelligence,Beat (music),Heart rate,Heartbeat detection,Machine learning,Mathematics | Journal |
Volume | Issue | ISSN |
65 | 11 | 0018-9294 |
Citations | PageRank | References |
0 | 0.34 | 29 |
Authors | ||
6 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Changzhe Jiao | 1 | 13 | 4.82 |
| Bo Yu Su | 2 | 33 | 3.23 |
| Princess Lyons | 3 | 0 | 0.34 |
| Alina Zare | 4 | 297 | 32.19 |
| Dominic K. C. Ho | 5 | 772 | 59.70 |
| Marjorie Skubic | 6 | 1045 | 105.36 |