Deep learning-based survival prediction of brain tumor patients using attention-guided 3D convolutional neural network with radiomics approach from multimodality magnetic resonance imaging.
Moona MazherAbdul QayyumDomenec PuigMohamed Abdel-NasserPublished in: Int. J. Imaging Syst. Technol. (2024)
Keyphrases
- survival prediction
- deep learning
- magnetic resonance imaging
- brain tumors
- magnetic resonance images
- mri images
- convolutional neural network
- medical images
- magnetic resonance
- mri data
- lung cancer
- gene expression
- medical imaging
- mr images
- gene selection
- unsupervised learning
- face detection
- medical image analysis
- brain tissue
- machine learning
- weakly supervised
- mental models
- brain images
- white matter
- medical data
- neural network
- training set
- support vector machine
- object recognition
- visual attention
- supervised learning