Deep Learning of Imaging Phenotype and Genotype for Predicting Overall Survival Time of Glioblastoma Patients.
Zhenyu TangYuyun XuLei JinAbudumijiti AibaidulaJunfeng LuZhicheng JiaoJinsong WuHan ZhangDinggang ShenPublished in: IEEE Trans. Medical Imaging (2020)
Keyphrases
- deep learning
- survival prediction
- genotype phenotype
- unsupervised learning
- unsupervised feature learning
- high resolution
- clinical data
- machine learning
- mental models
- weakly supervised
- genome wide
- image processing
- deep architectures
- medical imaging
- magnetic resonance imaging
- survival data
- information extraction
- decision support
- natural language processing
- decision making
- computer vision