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Development of a Data Mining Model to Detect Cardiovascular Disease

Development of a Data Mining Model to Detect Cardiovascular Disease
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摘要 In the previous publication on Volume 15 No 9, September 30, 2022 of IJCN, we analyzed “Data Mining as a Technique for Healthcare Approach”. In this edition, emphasis has been made on the “Development of Data Mining Model to Detect Cardiovascular Diseases (CVD)”. A Software was developed using the internationally accepted Software Engineering Methodology (SSADM), coding by OOP and packing by prototyping methodologies. Among others, this paper discusses;Cardiovascular diseases, Data Mining Algorithm, Analysis and Information flow of the Present System, Data flow and High level flow of the Proposed System, Modulating, System Design and Development, Hardware and Software Specifications, System Testing, Evaluation and Documentation. In the previous publication on Volume 15 No 9, September 30, 2022 of IJCN, we analyzed “Data Mining as a Technique for Healthcare Approach”. In this edition, emphasis has been made on the “Development of Data Mining Model to Detect Cardiovascular Diseases (CVD)”. A Software was developed using the internationally accepted Software Engineering Methodology (SSADM), coding by OOP and packing by prototyping methodologies. Among others, this paper discusses;Cardiovascular diseases, Data Mining Algorithm, Analysis and Information flow of the Present System, Data flow and High level flow of the Proposed System, Modulating, System Design and Development, Hardware and Software Specifications, System Testing, Evaluation and Documentation.
作者 Emmanuel Nwabueze Ekwonwune Chinyere Ihekachi Ubochi Augustine Ekekwe Duruoha Ngozi Amarachi Duru Emmanuel Nwabueze Ekwonwune;Chinyere Ihekachi Ubochi;Augustine Ekekwe Duruoha;Ngozi Amarachi Duru(Department of Computer Science, Imo State University, Owerri, Nigeria;Department of Computer Science, Gregory University, Abia, Nigeria;Department of Computer Science, Federal University of Technology, Owerri, Nigeria)
出处 《International Journal of Communications, Network and System Sciences》 2023年第5期77-96,共20页 通讯、网络与系统学国际期刊(英文)
关键词 Data Mining ALGORITHM System Design Healthcare CVD METHODOLOGY Data Mining Algorithm System Design Healthcare CVD Methodology
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