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DOI: 10.14569/IJACSA.2020.0110287
PDF

Beyond the Horizon: A Meticulous Analysis of Clinical Decision-Making Practices

Author 1: Bilal Saeed Raja
Author 2: Sohail Asghar

International Journal of Advanced Computer Science and Applications(IJACSA), Volume 11 Issue 2, 2020.

  • Abstract and Keywords
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Abstract: Clinical advancements are one of the major out-comes of the technological phase shift of data sciences. The signif-icance of information technology in medical sciences by utilizing the Clinical Decision Support System (CDSS) has opened the spillways of exponentially improved predictive models. Utilizing the latest norms of classification algorithms on clinical data are widely incorporated for prognostic assessments. Medical experts have to make decisions that are crucial in nature and if the research can develop a mechanism that assists them in evolving solid reasoning, infer the knowledge and clearly express their clinical decision by justifying their assertions made, it will be a win-win situation. However, this field of science is still an unknown world for clinicians despite the fact that the enormous amount of medical data cannot be exploited to its maximum without invoking the technological support. The objective of this research is to introduce the clinicians and policymakers of the medical domain with the renowned computer-based methodolo-gies employed to construct a clinical decision support system. We expect that gaining the technical insight into the medical domain by the stakeholders will ensure commissioning the accurate and effective CDSS for improved healthcare delivery.

Keywords: Decision support system; clinical decision support; classification; clustering; association rule mining; multi-objective evolutionary optimization

Bilal Saeed Raja and Sohail Asghar, “Beyond the Horizon: A Meticulous Analysis of Clinical Decision-Making Practices” International Journal of Advanced Computer Science and Applications(IJACSA), 11(2), 2020. http://dx.doi.org/10.14569/IJACSA.2020.0110287

@article{Raja2020,
title = {Beyond the Horizon: A Meticulous Analysis of Clinical Decision-Making Practices},
journal = {International Journal of Advanced Computer Science and Applications},
doi = {10.14569/IJACSA.2020.0110287},
url = {http://dx.doi.org/10.14569/IJACSA.2020.0110287},
year = {2020},
publisher = {The Science and Information Organization},
volume = {11},
number = {2},
author = {Bilal Saeed Raja and Sohail Asghar}
}



Copyright Statement: This is an open access article licensed under a Creative Commons Attribution 4.0 International License, which permits unrestricted use, distribution, and reproduction in any medium, even commercially as long as the original work is properly cited.

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