Design and Development of We-CDSS Using Django Framework: Conducing Predictive and Prescriptive Analytics for Coronary Artery Disease
نویسندگان
چکیده
Clinical Decision Support System (CDSS) has become the ultimate point of care for healthcare sectors to assist public in terms Medical care. Through this research work, we propose design and development a Web-based (We-CDSS) using Django framework with an aim make CDSS accessible both common people clinicians on computers mobile devices that integrates Predictive Analytics involving LWGMK-NN algorithm predicting Coronary Artery Disease, Prescriptive prescription rules. The proposed work consists three phases. first phase presents web-based outlook framework. second final embeds into We-CDSS manage functionalities predictive decisions, prescriptive processes evaluates results recommends personalized lifestyle suggestions reduce risk coronary artery disease.
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ژورنال
عنوان ژورنال: IEEE Access
سال: 2022
ISSN: ['2169-3536']
DOI: https://doi.org/10.1109/access.2022.3220899