Ontology-Based Clinical Decision Support System for Predicting High-Risk Pregnant Woman
Journal Title: International Journal of Advanced Computer Science & Applications - Year 2015, Vol 6, Issue 12
Abstract
According to Pakistan Medical and Dental Council (PMDC), Pakistan is facing a shortage of approximately 182,000 medical doctors. Due to the shortage of doctors; a large number of lives are in danger especially pregnant woman. A large number of pregnant women die every year due to pregnancy complications, and usually the reason behind their death is that the complications are not timely handled. In this paper, we proposed ontology-based clinical decision support system that diagnoses high-risk pregnant women and refer them to the qualified medical doctors for timely treatment. The Ontology of the proposed system is built automatically and enhanced afterward using doctor’s feedback. The proposed framework has been tested on a large number of test cases; experimental results are satisfactory and support the implementation of the solution.
Authors and Affiliations
Umar Manzoor, Muhammad Usman, Mohammed Balubaid, Ahmed Mueen
Keywords
Related Articles
- EP ID EP106688
- DOI 10.14569/IJACSA.2015.061228
- Views 106
- Downloads 0
Topology-Aware Mapping Techniques for Heterogeneous HPC Systems: A Systematic Survey
At the present time, the modern platforms of high-performance computing (HPC) consists of heterogeneous computing devices which are connected through complex hierarchical networks. Moreover, it is moving towards the Exas...
XML Based Representation of DFD
In the world of Information Technology, the working of a information system is well explained with the use of Data Flow Diagrams (DFD). DFDs are one of the three essential perspectives of the Structured Systems Analysis...
Design and Learning Effectiveness Evaluation of Gamification in e-Learning Systems
This paper proposes a gamification design model that can be used to design and develop gamified e-learning systems. Furthermore, a controlled and carefully designed experimental evaluation in terms of learning effectiven...
Pulse Shape Filtering in Wireless Communication-A Critical Analysis
The goal for the Third Generation (3G) of mobile communications system is to seamlessly integrate a wide variety of communication services. The rapidly increasing popularity of mobile radio services has created a series...
An Approach of nMPRA Architecture using Hardware Implemented Support for Event Prioritization and Treating
One of the fundamental requirements of real time operating systems is the determinism of executing critical tasks and treating multiple periodic or aperiodic events. The present paper presents the hardware support of the...