Deep Learning-Based Concurrent Brain Registration and Tumor Segmentation

Deep Learning-Based Concurrent Brain Registration and Tumor Segmentation

Image registration and segmentation are the two most studied problems in medical image analysis. Deep learning algorithms have recently gained a lot of attention due to their success and state-of-the-art results in variety of problems and communities. In this paper, we propose a novel, efficient, an...

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Bibliographic Details
Main Authors: Théo Estienne, Marvin Lerousseau, Maria Vakalopoulou, Emilie Alvarez Andres, Enzo Battistella, Alexandre Carré, Siddhartha Chandra, Stergios Christodoulidis, Mihir Sahasrabudhe, Roger Sun, Charlotte Robert, Hugues Talbot, Nikos Paragios, Eric Deutsch
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-03-01
Series:Frontiers in Computational Neuroscience
Subjects:
brain tumor segmentation
deformable registration
multi-task networks
deep learning
convolutional neural networks
Online Access:https://www.frontiersin.org/article/10.3389/fncom.2020.00017/full

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