Deep Learning and Multi-Sensor Fusion for Glioma Classification Using Multistream 2D Convolutional Networks
Paper in proceeding, 2018
FLAIR.
deep learning
glioma grading
T2-MR image
1p19q codeletion
sensor fusion
multi-stream convolutional neural networks
brain tumor classification
glioma
T1-MR image
Author
Chenjie Ge
Chalmers, Electrical Engineering, Signal Processing and Biomedical Engineering, Signal Processing
Irene Yu-Hua Gu
Chalmers, Electrical Engineering, Signal Processing and Biomedical Engineering, Signal Processing
Asgeir Jakola
Sahlgrenska University Hospital
Jie Yang
Shanghai Jiao Tong University
2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
1557-170x (ISSN)
5894-5897978-1-5386-3646-6 (ISBN)
Honolulu, USA,
Areas of Advance
Life Science Engineering (2010-2018)
Subject Categories
Radiology, Nuclear Medicine and Medical Imaging
Computer Vision and Robotics (Autonomous Systems)
Medical Image Processing
DOI
10.1109/EMBC.2018.8513556