부산대학교 도서관

Tumors located in the brain, with a life expectancy of only a few months in the most advanced stages. MRI commonly use detect tumors in various body parts like the brain, liver, lung, prostate, breast, and other organs. An MRI scan collects a large quantity of data, on the other hand, renders manual classification, non-tumors vs tumors in a particular time. However, it has a number of drawbacks. As a corollary, to lower the rate of human fatalities, a reliable and automated categorization approach is necessary. Automatic classification of brain tumors is a difficult undertaking due to the massive spatial and structural variability of the brain tumor's surroundingenvironment. Hence, an MRI image classification ofbrain tumors using deep neural network is proposed and it is deployed using a web framework.