Cardiovascular diagnostics mining on Borneo island: From labour-intensive to prototype

Patrick H.H. Then, A. Y.Y. Fong, Yakub Sebastian, V. Raman, Y. H.Colin Wong, K. H. Sim

Research output: Contribution to journalArticle

Abstract

Mining for medical data poses different challenges compared with mining other types of data. The wide range of imaging modalities of medical data leads to data integration and compatibility issues. The analysis of imaging modalities is further complicated by the different format and attributes used by the different imaging equipment by different vendors. Human factors such as interest of adapting data mining into diagnosis and planning process raised the difficulty of engaging the users into the development of a practical and useful data miner. Requirement engineering technique prototyping further enhanced the engagement of users towards the data-miner. Data from different equipment and different vendors are also merged for efficient data analysis and subsequently charting and reporting. We have also successfully engaged the medical doctors into believing the data miner's capability after they reviewed and walkthrough the prototype.

Original languageEnglish
Pages (from-to)1-9
Number of pages9
JournalInformatics for Health and Social Care
Volume34
Issue number1
DOIs
Publication statusPublished - 17 Aug 2009
Externally publishedYes

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