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All Journal Indonesian Journal of Electrical Engineering and Computer Science
Md. Jakir Hossen
Multimedia University (MMU)

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Blockchain integrated multi-agent system for breast cancer diagnosis Thirumalaimuthu Thirumalaiappan Ramanath; Md. Jakir Hossen; Md. Shohel Sayeed
Indonesian Journal of Electrical Engineering and Computer Science Vol 26, No 2: May 2022
Publisher : Institute of Advanced Engineering and Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.11591/ijeecs.v26.i2.pp998-1008

Abstract

The integration of multi-agent system and blockchain technology can be beneficial to healthcare applications by providing intelligent data analysis with security. This paper presents an architecture that integrates multi-agent learning system and blockchain technology to support breast cancer diagnosis in a secured manner. The proposed system is based on a parallel hybrid fuzzy logic approach for supporting the prediction of breast cancer disease. The proposed system showed a classification accuracy of 96.49% in breast cancer diagnosis when testing with the Wisconsin Diagnostic Breast Cancer dataset. The blockchain is used to provide agent security in the proposed system to ensure that the only trusted and reputed agents are participated in the decision-making process.
Co-Authors Md. Shohel Sayeed Thirumalaimuthu Thirumalaiappan Ramanath