Title | ||
---|---|---|
Dictionary-based Monitoring of Premature Ventricular Contractions: An Ultra-Low-Cost Point-of-Care Service. |
Abstract | ||
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•Ultra-low-cost point-of-care service for monitoring premature ventricular contractions using dictionary-based classification and compression algorithms.•Performance evaluation on MIT/BIH arrhythmia database using Monte Carlo cross validation.•Workload of physicians is reduced by at least 85.9% for non-critical cases, by localizing PVC beats.•118-fold cost reduction compared to first-generation telecardiology.•Significant performance improvement over known algorithms in telecardiological context. |
Year | DOI | Venue |
---|---|---|
2018 | 10.1016/j.artmed.2018.04.003 | Artificial Intelligence in Medicine |
Keywords | DocType | Volume |
Affordable telecardiology,Point-of-care service,Premature ventricular contractions,Dictionary learning,High-sensitivity detection,High-fidelity compression | Journal | 87 |
ISSN | Citations | PageRank |
0933-3657 | 0 | 0.34 |
References | Authors | |
17 | 4 |
Name | Order | Citations | PageRank |
---|---|---|---|
Bollepalli S. Chandra | 1 | 5 | 1.45 |
Challa S. Sastry | 2 | 65 | 9.51 |
Laxminarayana Anumandla | 3 | 0 | 0.34 |
Soumya Jana | 4 | 196 | 24.89 |