DeepSeg: deep neural network framework for automatic brain tumor segmentation using magnetic resonance FLAIR images.

Ramy A Zeineldin Mohamed Esmail Karar Jan Coburger Christian Rainer Wirtz Oliver Burgert

Published in: International journal of computer assisted radiology and surgery (2020)

This study showed successful feasibility and comparative performance of applying different deep learning models in a new DeepSeg framework for automated brain tumor segmentation in FLAIR MR images. The proposed DeepSeg is open source and freely available at https://github.com/razeineldin/DeepSeg/.

Keyphrases

deep learning
neural network
magnetic resonance
convolutional neural network
artificial intelligence
machine learning
contrast enhanced