Brain Tumor Segmentation and Survival Prediction Using Multimodal MRI Scans With Deep Learning

Brain Tumor Segmentation and Survival Prediction Using Multimodal MRI Scans With Deep Learning

Gliomas are the most common primary brain malignancies. Accurate and robust tumor segmentation and prediction of patients' overall survival are important for diagnosis, treatment planning and risk factor identification. Here we present a deep learning-based framework for brain tumor segmentatio...

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Bibliographic Details
Main Authors: Li Sun, Songtao Zhang, Hang Chen, Lin Luo
Format: Article
Language:English
Published: Frontiers Media S.A. 2019-08-01
Series:Frontiers in Neuroscience
Subjects:
survival prediction
brain tumor segmentation
3D CNN
multimodal MRI
deep learning
Online Access:https://www.frontiersin.org/article/10.3389/fnins.2019.00810/full

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https://www.frontiersin.org/article/10.3389/fnins.2019.00810/full

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