Acute pulmonary embolism: cost-effectiveness analysis of the effect of artificial neural networks on patient care.

Radiology ◽  
1998 ◽  
Vol 206 (1) ◽  
pp. 81-88 ◽  
Author(s):  
G D Tourassi ◽  
C E Floyd ◽  
R E Coleman
Keyword(s):  
Neural Networks ◽  
Pulmonary Embolism ◽  
Artificial Neural Networks ◽  
Cost Effectiveness ◽  
Patient Care ◽  
Acute Pulmonary Embolism ◽  
Cost Effectiveness Analysis ◽  
Effectiveness Analysis ◽  
Artificial Neural

Domain Knowledge Embedding Regularization Neural Networks for Workload Prediction and Analysis in Cloud Computing

2018 ◽  
Vol 11 (4) ◽  
pp. 137-154 ◽  
Author(s):  
Lei Li ◽  
Min Feng ◽  
Lianwen Jin ◽  
Shenjin Chen ◽  
Lihong Ma ◽  
...  
Keyword(s):  
Neural Networks ◽  
Cloud Computing ◽  
Artificial Neural Networks ◽  
Cost Effectiveness ◽  
Domain Knowledge ◽  
Large Scale ◽  
Workload Prediction ◽  
Platform As A Service ◽  
Resource Cost ◽  
Artificial Neural

Online services are now commonly deployed via cloud computing based on Infrastructure as a Service (IaaS) to Platform-as-a-Service (PaaS) and Software-as-a-Service (SaaS). However, workload is not constant over time, so guaranteeing the quality of service (QoS) and resource cost-effectiveness, which is determined by on-demand workload resource requirements, is a challenging issue. In this article, the authors propose a neural network-based-method termed domain knowledge embedding regularization neural networks (DKRNN) for large-scale workload prediction. Based on analyzing the statistical properties of a real large-scale workload, domain knowledge, which provides extended information about workload changes, is embedded into artificial neural networks (ANN) for linear regression to improve prediction accuracy. Furthermore, the regularization with noisy is combined to improve the generalization ability of artificial neural networks. The experiments demonstrate that the model can achieve more accuracy of workload prediction, provide more adaptive resource for higher resource cost effectiveness and have less impact on the QoS.

Diagnosis of pulmonary embolism: A cost-effectiveness analysis

2004 ◽  
Vol 191 (3) ◽  
pp. 1019-1023 ◽  
Author(s):  
Nora M. Doyle ◽  
Mildred M. Ramirez ◽  
Joan M. Mastrobattista ◽  
Manju Monga ◽  
Louis K. Wagner ◽  
...  
Keyword(s):  
Pulmonary Embolism ◽  
Cost Effectiveness ◽  
Cost Effectiveness Analysis ◽  
Effectiveness Analysis

scholarly journals Cost Effectiveness Analysis of Rivaroxaban For Treatment of Deep Vein Thrombosis And Pulmonary Embolism In Greece

2016 ◽  
Vol 19 (7) ◽  
pp. A554
Author(s):  
G Gourzoulidis ◽  
G Kourlaba ◽  
J Kakisis ◽  
M Matsagkas ◽  
G Giannakoulas ◽  
...  
Keyword(s):  
Pulmonary Embolism ◽  
Deep Vein Thrombosis ◽  
Cost Effectiveness ◽  
Cost Effectiveness Analysis ◽  
Vein Thrombosis ◽  
Effectiveness Analysis ◽  
Deep Vein

Cost-Effectiveness Analysis of Rivaroxaban for Treatment of Deep Vein Thrombosis and Pulmonary Embolism in Greece

2017 ◽  
Vol 37 (9) ◽  
pp. 833-844 ◽  
Author(s):  
George Gourzoulidis ◽  
Georgia Kourlaba ◽  
John Kakisis ◽  
Mitiadis Matsagkas ◽  
George Giannakoulas ◽  
...  
Keyword(s):  
Pulmonary Embolism ◽  
Deep Vein Thrombosis ◽  
Cost Effectiveness ◽  
Cost Effectiveness Analysis ◽  
Vein Thrombosis ◽  
Effectiveness Analysis ◽  
Deep Vein
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