Rafiah Awang

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The healthcare industry collects huge amounts of healthcare data which, unfortunately, are not ";mined"; to discover hidden information for effective decision making. Discovery of hidden patterns and relationships often goes unexploited. Advanced data mining techniques can help remedy this situation. This research has developed a prototype Intelligent Heart(More)
  • Chaitrali S. Dangare, S. Apte, +14 authors Philippe Mabob
  • 2012
The Healthcare industry is generally "information rich", but unfortunately not all the data are mined which is required for discovering hidden patterns & effective decision making. Advanced data mining techniques are used to discover knowledge in database and for medical research, particularly in Heart disease prediction. This paper has analysed(More)
The healthcare industry collects huge amounts of healthcare data which, unfortunately, are not “mined” to discover hidden information for effective decision making by healthcare practitioners. Discovery of hidden patterns and relationships often goes unexploited. Advanced data mining modeling techniques can help overcome this situation. This research has(More)
The successful application of data mining in highly visible fields like e-business, marketing and retail has led to its application in other industries and sectors. Among these sectors just discovering is healthcare. The healthcare environment is still „information rich‟ but „knowledge poor‟. There is a wealth of data available within the healthcare(More)
Data mining is applied in medical field since long back to predict disease like diseases of the heart, lungs and various tumors based on the past data collected from the patient. In India, though the data collection of medical patient is not streamlined, we made an effort to predict the most widely spread disease in India named tuberculosis. Using data(More)
The study aims to investigate the effectiveness of Memory Test in measuring the sense of presence perceived by the user after they experience the IBVR environment. A hypothesis for the research is “if the Memory Test score is high, sense of Presence perceived by the user is also high”. To evaluate the hypothesis, 31 participants experience the(More)
In recent times most of the people are very cautious about their health. Information and Communication Technology (ICT) is playing an extensive role in the development of medical domain application, which has been one of the most active research areas for the scientists and practitioners. Heart disease rates among the major cause of mortality in developing(More)
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