Brain Tumor Detection with Deep Learning on MRI Image Dataset

S. Rakesh
2021 International Journal for Research in Applied Science and Engineering Technology  
Tumor is an unusual growth of the tissues in any part or organ of the human body. A brain tumor is an abnormal growth of cells in the brain or central spine canal. Brain tumors can be malignant (cancerous) or benign (non-cancerous) and have different treatments. Any extra growth of cells in the brain can result in pressure inside the skull as it is rigid and hence damages the brain. In the recent years, a progressive research has been done in this medical imaging field to more accurately detect
more » ... the brain tumors. This is very important for early treatment. The proposed model detects the location and dimensions of the tumor present in the brain of a patient accurately using deep convolutional neural networks. In this paper we have presented the two models, Inception V3 and VGG-Net. The main aim of this paper is to find the best technique to detect the brain tumor from the MRI scanned images. The proposed models have given good results with good accuracy.
doi:10.22214/ijraset.2021.35482 fatcat:l5ee7bppxnbtvms7ofuyotjjeu