Year: 2022
Type: preprint
Abstract: 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%.
Source: arXiv (Cornell University)
Authors: Melchor, Javier, Sotelo, Balam, Vera, Jorge, Corral, Horacio
Institution: Autonomous University of Chihuahua
Language: English
Subfield: Neurology
Field: Neuroscience
Domain: Life Sciences
Open Access status: green
OpenAlex ID: W4288057188