Title
Pattern recognition for cache management in distributed medical imaging environments.
Abstract
Traditionally, medical imaging repositories have been supported by indoor infrastructures with huge operational costs. This paradigm is changing thanks to cloud outsourcing which not only brings technological advantages but also facilitates inter-institutional workflows. However, communication latency is one main problem in this kind of approaches, since we are dealing with tremendous volumes of data. To minimize the impact of this issue, cache and prefetching are commonly used. The effectiveness of these mechanisms is highly dependent on their capability of accurately selecting the objects that will be needed soon.
Year
DOI
Venue
2016
10.1007/s11548-015-1272-4
International Journal of Computer Assisted Radiology and Surgery
Keywords
Field
DocType
Pattern recognition, PACS, Neural network, Adaptive model, Cache, Prefetching
Latency (engineering),Medical imaging,Cache,Computer science,Outsourcing,Cache algorithms,Artificial neural network,Workflow,Distributed computing,Cloud computing
Journal
Volume
Issue
ISSN
11
2
1861-6429
Citations 
PageRank 
References 
3
0.44
21
Authors
4
Name
Order
Citations
PageRank
Carlos Viana-Ferreira1233.67
Luís S. Ribeiro2506.03
Sérgio Matos341529.51
Carlos Costa430144.04