Enlarged Training Dataset by Pairwise GANs for Molecular-Based Brain Tumor Classification

Enlarged Training Dataset by Pairwise GANs for Molecular-Based Brain Tumor Classification

This paper addresses issues of brain tumor subtype classification using Magnetic Resonance Images (MRIs) from different scanner modalities like T1 weighted, T1 weighted with contrast-enhanced, T2 weighted and FLAIR images. Currently most available glioma datasets are relatively moderate in size, and...

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Bibliographic Details
Main Authors: Chenjie Ge, Irene Yu-Hua Gu, Asgeir Store Jakola, Jie Yang
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Molecular-based brain tumor subtype classification
glioma
multi-modal
MRI
data augmentation
generative adversarial networks
Online Access:https://ieeexplore.ieee.org/document/8970509/

Internet

https://ieeexplore.ieee.org/document/8970509/

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