Title
Dictionary-based Monitoring of Premature Ventricular Contractions: An Ultra-Low-Cost Point-of-Care Service.
Abstract
•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. Chandra151.45
Challa S. Sastry2659.51
Laxminarayana Anumandla300.34
Soumya Jana419624.89