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The availability of cost effective and fast genome sequencing techniques has paved the way for a personalized medical practice. The new sequencing technology produces huge datasets with different characteristics and the analysis has evolved from a single program to a workflow of tens of analytical steps, starting from the analysis of raw data until generating clinical reports. The mix between big...
In this paper, we describe a cloud platform for health care tourism of Hainan province, China. The relevant business process is designed in a way that the characteristics of health care are taken into account. A scheme that combines medical tourism with a self-health care system and a nursing system is proposed. The data storage structure of the health care system is given, together with the specific...
Data Mining (DM) techniques such as classification, clustering, association, regression etc. are widely used in healthcare field in recent years to help improve the quality, efficiency as well as lowering the cost of developing healthcare systems. Especially, with the rapid development of the cloud platform services, which not only reduces the cost (time and expenditure), but also breaks the boundaries...
In cloud computing environments, the data operations of tenants destroy the original data relationships, which put tenants' privacy at risk of being leaked. Therefore, the paper proposes a privacy protection model for hiding data relationships based on chunk-confusion. For insert, delete and update operations, based on the L-diversity principle, this paper proposes L-K-equilibrium that ensures the...
In today's world the massive set of data is generated from different organizations throughout the world. This huge and heterogeneous data is called Big Data. Big Data Analytics offers tremendous insights to different organizations especially in healthcare. The traditional database architectures are not up to the mark to face the challenge with huge data, which is pouring into organizations today,...
The AEGLE project aims to advance integrated and personalized healthcare services, by innovatively handling big-biodata both at the cloud and at local healthcare sites. At the local level, AEGLE will focus on real-time processing of large volumes of raw data originating from patient monitoring services. Then at the cloud level, AEGLE will offer an experimental big data research platform to data scientists,...
Cloud computing has brought many advantages to companies and computer users. It allows different service providers to distribute many applications as services in an economical way. Therefore, many users and companies have begun using cloud computing. However, they are concerned about their data when they store it on a third party, the cloud. Fears of leakage of sensitive data or loss of privacy make...
The main responsibility and duty of government employees is to serve the nation. We have proposed a combination of cloud computing solution and data mining to the third world countries to better serve the nations. We have focused data/statistics gathered from Pakistan as exemplary data. There are four provincial governments of Pakistan headed by the Chief Ministers and ministries/departments are headed...
Cloud computing being a very effective and enhanced tool puts us to the notion that it can be applied in medical domain to make it useful for the society. Diagnosis of Diabetes can be proven useful by tracking down its symptoms and fuzzification of the classic symptom levels. Compositional rules of inferences are applied to make conclusions about probability of occurrence of the disease. It leads...
This research paper describes study of the lung diseases diagnosis software with Influenza and Tuberculosis as the cases study. Influenza is a highly contagious infection of the respiratory tract. In Indonesia, numerous number of Avian-Influenza (H5N1) cases occurred in rural area, such as cases in Garut, Jawa Barat in 2006 which started in Cikelet district causing 14 infected-cases and 5 death-cases...
With the wealth of modern life, a rich diet and an irregular lifestyle, physical inactivity trend, leading to obesity and the increase in the proportion of cardiovascular disease, and moderate exercise able to human health promotion and disease prevention benefit. Through personal mobile devices to remind the movement, to develop regular exercise habits and to provide health management services to...
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