Brain Tumor MRI Image Segmentation Using Deep Learning Techniques

Jyotismita Chaki
Elsevier S&T
258 pages
ISBN: 9780323911719
December 2021

This book offers a description of deep learning approaches used for the segmentation of brain tumors. It demonstrates core concepts of deep learning algorithms by using diagrams, data tables and examples to illustrate brain tumor segmentation. After introducing basic concepts of deep learning-based brain tumor segmentation, sections cover techniques for modeling, segmentation and properties, with a focus on the application of different types of convolutional neural networks.