作者
Pallavi Tiwari, Bhaskar Pant, Mahmoud M Elarabawy, Mohammed Abd-Elnaby, Noor Mohd, Gaurav Dhiman, Subhash Sharma
发表日期
2022
期刊
Computational intelligence and neuroscience
卷号
2022
期号
1
页码范围
1830010
出版商
Hindawi
简介
Brain tumors are the 10th leading reason for the death which is common among the adults and children. On the basis of texture, region, and shape there exists various types of tumor, and each one has the chances of survival very low. The wrong classification can lead to the worse consequences. As a result, these had to be properly divided into the many classes or grades, which is where multiclass classification comes into play. Magnetic resonance imaging (MRI) pictures are the most acceptable manner or method for representing the human brain for identifying the various tumors. Recent developments in image classification technology have made great strides, and the most popular and better approach that has been considered best in this area is CNN, and therefore, CNN is used for the brain tumor classification issue in this paper. The proposed model was successfully able to classify the brain image into four …
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