Paper ID: 2207.11248

Brain tumor detection using artificial convolutional neural networks

Javier Melchor, Balam Sotelo, Jorge Vera, Horacio Corral

In this paper, a convolutional neural network (CNN) was used to classify NMR images of human brains with 4 different types of tumors: meningioma, glioma and pituitary gland tumors. During the training phase of this project, an accuracy of 100% was obtained, meanwhile, in the evaluation phase the precision was 96%.

Submitted: Jun 22, 2022