Automatic segmentation of brain tumors in magnetic resonance imaging.

Layse Ribeiro Mascarenhas Audenor Dos Santos Ribeiro Júnior Rodrigo Pereira Ramos

Published in: Einstein (Sao Paulo, Brazil) (2020)

It is possible to locate and define the tumor region automatically with no the need for user interaction, based on two innovative methods to detect brain extreme sites and exclude non-tumor tissues on magnetic resonance images.

Keyphrases

deep learning
magnetic resonance
magnetic resonance imaging
convolutional neural network
contrast enhanced
gene expression
machine learning
computed tomography
resting state
white matter
climate change
multiple sclerosis
functional connectivity
brain injury
blood brain barrier