A distributed clinical decision support system architecture

El–Sappagh, Shaker; El‐Masri, Samir

doi:10.1016/j.jksuci.2013.03.005

Cited by 50 publications

(24 citation statements)

References 29 publications

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“…The layers of the architecture are standard and used in various software models of Big Data analysis and feature extraction. The basis of the proposed architecture is taken from clinical decision-making models (El-Sappagh, 2014;Velickovski, 2014;Banning, 2008;Coulter, 1997;Standing, 2008). The hierarchy of the model allows some kind of decision making at every layer.…”

Section: Methodologies Usedmentioning

confidence: 99%

Game theory in designing mHealth apps for monitoring hypertension

Clim

Zota

2019

Management &Amp; Marketing. Challenges for the Knowledge Society

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The Game Theory model provides revolutionary grounds for tackling problems in an optimal manner by considering various constraints and conditions. This research paper proposes a novel idea of monitoring, diagnosis and treatment of hypertension using game theory model using systematic review methodology. The theoretical framework for designing software called Hypertension Management System (HMS) is proposed using underlying principles of game theory by considering patients and doctors as players. The system is installed in the smartphones of players and its functioning follows the hierarchy of Big Data mining and extraction. The theoretical framework of HMS starts from data sensing through physical sensors, proceeds along layers for data processing and reduction, and finally arrives at the decision-making step to assist doctors in the treatment of disease. This novel system will reduce the mortality due to chronic diseases like hypertension by enabling game patients and doctors to deal with its symptoms in a timely manner according to feedback from previous data.

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Section: Methodologies Usedmentioning

confidence: 99%

Game theory in designing mHealth apps for monitoring hypertension

Clim

Zota

2019

Management &Amp; Marketing. Challenges for the Knowledge Society

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“…Two studies presented in [46,47] propose SOA applications for clinical decision support. In both studies, only the implementation view of the EHR architecture is presented.…”

Section: Architectural Viewsmentioning

confidence: 99%

Architecture-Driven Development of an Electronic Health Record Considering the SOAQM Quality Model

França¹,

Costa

Soares

2020

SN COMPUT. SCI.

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Service computing has been considered for many years a suitable solution to develop and integrate legacy systems. Considering the important role of services for integrating legacy systems in organizations, quality should be treated as a key issue. By observing previous works published in the literature, it is clear that there is a need for the development of a specific quality model for Service-Oriented Architecture based on the latest ISO/IEC 25010 standard. This article presents a SOA quality model, named SOAQM, multiple architecture views and design decisions for developing an electronic health record (EHR). Most often, quality aspects, architectural views and decisions are neglected during the EHR development, which leads to difficulties for future software maintenance. Even those studies which present the software architecture only describe one or two views, or even a multiple number of views in only one box diagram, which may be confusing for most stakeholders. The process proposed in this article to develop the EHR system includes definition of software architecture through architectural decisions, multiple views and UML and SoaML models. The set of architectural decisions defined to develop the EHR was guided by SOAQM. A technical evaluation was performed by a group of eight software specialists that analyzed the EHR process development through a technical report and then provided their opinions through questionnaires and interviews. As a result of this evaluation, the EHR development process guided by the SOAQM quality model is considered important as it regards quality attributes in software development since early stages.

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“…As security plays an important role in the decision-making process as online samples are considered [37,38]. We have proposed a new decision-making process by embedding secure coding technique to fulfill the user requirement.…”

Section: Knowledge Managementmentioning

confidence: 99%

Secure Decision-Making Approach to Improve Knowledge Management Based on Online Samples

Kaliyan¹,

Kothandaraman²

2018

IJIES

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Data is bombarding in every area of the industry and information gathered from the available data is the raw material for the online society. By the evolution of the telecom sector and various user-preferred applications, the internet has become inevitable. It, one of the huge technologies that are going to dominate the internet society, is the much expected technological evolution of this decade. Since everything is made online, all the activity happening & happened should be stored/retrieved in an efficient way. In this paper, we propose a decision process that has decision-making process and game theory along with a coding technique to acquire confident knowledge from the available data set in a secure way. Our mechanism is simulated and the results show a considerable improvement in the decision-making process. Also, analysis proves our algorithm is better in terms of quality parameters than the existing algorithms.

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A distributed clinical decision support system architecture

Cited by 50 publications

References 29 publications

Game theory in designing mHealth apps for monitoring hypertension

Game theory in designing mHealth apps for monitoring hypertension

Architecture-Driven Development of an Electronic Health Record Considering the SOAQM Quality Model

Secure Decision-Making Approach to Improve Knowledge Management Based on Online Samples

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