Pre-operative Overall Survival Time Prediction for Glioblastoma Patients Using Deep Learning on Both Imaging Phenotype and Genotype.
Zhenyu TangYuyun XuZhicheng JiaoJunfeng LuLei JinAbudumijiti AibaidulaJinsong WuQian WangHan ZhangDinggang ShenPublished in: MICCAI (1) (2019)
Keyphrases
- deep learning
- surgical procedures
- pre operative
- intraoperative
- patient data
- post operative
- x ray
- clinical applications
- unsupervised learning
- minimally invasive
- operating room
- medical imaging
- ct data
- machine learning
- intra operatively
- image processing
- imaging modalities
- mental models
- weakly supervised
- mr images
- high resolution
- clinical data
- magnetic resonance imaging
- computer assisted
- multiscale
- image guided
- medical images
- image registration
- image analysis
- left atrium