Brain Tumor Classification using Convolutional Neural Network
T.R. Ganesh Babu , V. Varsha, T. S Yamuna Sri, S. Priyanka Kumari
Open Access
Volume - 6 • Issue - 1 • march 2024
Abstract
This study intuitively addresses a crucial need in the medical domain by introducing a customized Mobile-Net model for classifying brain cancer in medical imaging data. The paramount importance of accurate classification in cancer diagnosis and treatment planning cannot be emphasized further. This particular research primarily focuses on the practical application of semantic classification techniques to precisely identify and outline brain cancer zones in medical imaging data. By utilizing a Mobile-Net architecture, the developed model highlights outstanding performance with an accuracy score of 85%.
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Babu, T.R. Ganesh, V. Varsha, T. S Yamuna Sri, and S. Priyanka Kumari. "Brain Tumor Classification using Convolutional Neural Network." Journal of Innovative Image Processing 6, no. 1 (2024): 16-26. doi: 10.36548/jiip.2024.1.002
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Babu, T. G., Varsha, V., Sri, T. S. Y., & Kumari, S. P. (2024). Brain Tumor Classification using Convolutional Neural Network. Journal of Innovative Image Processing, 6(1), 16-26. https://doi.org/10.36548/jiip.2024.1.002
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Babu, T.R. Ganesh, et al. "Brain Tumor Classification using Convolutional Neural Network." Journal of Innovative Image Processing, vol. 6, no. 1, 2024, pp. 16-26. DOI: 10.36548/jiip.2024.1.002.
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Babu TG, Varsha V, Sri TSY, Kumari SP. Brain Tumor Classification using Convolutional Neural Network. Journal of Innovative Image Processing. 2024;6(1):16-26. doi: 10.36548/jiip.2024.1.002
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T. G. Babu, V. Varsha, T. S. Y. Sri, and S. P. Kumari, "Brain Tumor Classification using Convolutional Neural Network," Journal of Innovative Image Processing, vol. 6, no. 1, pp. 16-26, Mar. 2024, doi: 10.36548/jiip.2024.1.002.
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Babu, T.G., Varsha, V., Sri, T.S.Y. and Kumari, S.P. (2024) 'Brain Tumor Classification using Convolutional Neural Network', Journal of Innovative Image Processing, vol. 6, no. 1, pp. 16-26. Available at: https://doi.org/10.36548/jiip.2024.1.002.
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@article{babu2024,
author = {T.R. Ganesh Babu and V. Varsha and T. S Yamuna Sri and S. Priyanka Kumari},
title = {{Brain Tumor Classification using Convolutional Neural Network}},
journal = {Journal of Innovative Image Processing},
volume = {6},
number = {1},
pages = {16-26},
year = {2024},
publisher = {IRO Journals},
doi = {10.36548/jiip.2024.1.002},
url = {https://doi.org/10.36548/jiip.2024.1.002}
}
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Keywords
Deep Convolutional Neural Network
Python
Google Colab
Medical Image Analysis
Deep Learning
