Deep Learning and Multi-Sensor Fusion for Glioma Classification Using Multistream 2D Convolutional Networks
Paper in proceeding, 2018
T1-MR image
multi-stream convolutional neural networks
T2-MR image
glioma
glioma grading
1p19q codeletion
sensor fusion
brain tumor classification
deep learning
FLAIR.
Author
Chenjie Ge
Chalmers, Electrical Engineering, Signal Processing and Biomedical Engineering
Irene Yu-Hua Gu
Chalmers, Electrical Engineering, Signal Processing and Biomedical Engineering
Asgeir Jakola
Sahlgrenska University Hospital
Jie Yang
Shanghai Jiao Tong University
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
1557170X (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