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31 results on '"Bhole, Kalyani"'

3. How Expert is EXPERT for Fuzzy Logic-Based System!

Author

Bhole, Kalyani, Agashe, Sudhir, Wadgaonkar, Jagannath, Kacprzyk, Janusz, Series editor, Pal, Nikhil R., Advisory editor, Bello Perez, Rafael, Advisory editor, Corchado, Emilio S., Advisory editor, Hagras, Hani, Advisory editor, Kóczy, László T., Advisory editor, Kreinovich, Vladik, Advisory editor, Lin, Chin-Teng, Advisory editor, Lu, Jie, Advisory editor, Melin, Patricia, Advisory editor, Nedjah, Nadia, Advisory editor, Nguyen, Ngoc Thanh, Advisory editor, Wang, Jun, Advisory editor, Reddy, M. Sreenivasa, editor, Viswanath, K., editor, and K.M., Shiva Prasad, editor

Published
2018
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13. Interval Type-2 Fuzzy Logic Based Decision Support System for Cardiac Risk Assessment

Author

Gujarathi Trupti and Bhole Kalyani

Subjects
Decision support system, Activities of daily living, Computer science, Continuous monitoring, medicine, Medical emergency, Interval (mathematics), medicine.disease, Risk assessment, Fuzzy logic, Membership function, Test (assessment)
Abstract

Cardiovascular diseases are commonly found all over the world. Patients having Cardiovascular risk (CVR) should not stop doing their daily activities without any fear or risk. This is achievable by continuous monitoring of the cardiovascular system to diagnose and avoid cardiovascular traumas such as cardiac arrest, in the minimum time. A little awareness and expert’s based decision support system would help patient to analyze the symptoms of cardiac arrest. This would help patient to get medical help as soon as possible and avoid the risk of cardiac arrest. In this paper, we designed a decision support system using fuzzy logic which allows us to represent the expert’s knowledge in terms of mathematics, accepting some level of uncertainties which lies within experts. Interval Type-2 based fuzzy logic system is designed and implemented using MATLAB. Developed system is tested on ten patients out of which eight patients diagnosis has validated with the test results. As this system is completely based on expert’s expertise, accuracy of the developed system depends on expert’s skill.

Published
2020
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