Deep learning and machine learning-based early survival predictions of glioblastoma patients using pre-operative three-dimensional brain magnetic resonance imaging modalities.
Gurinderjeet KaurPrashant Singh RanaVinay AroraPublished in: Int. J. Imaging Syst. Technol. (2023)
Keyphrases
- deep learning
- imaging modalities
- magnetic resonance
- medical images
- surgical procedures
- brain images
- machine learning
- pre operative
- mr images
- magnetic resonance imaging
- three dimensional
- computed tomography
- ct data
- brain tumors
- medical imaging
- medical data
- intraoperative
- x ray
- brain tissue
- magnetic resonance images
- clinical applications
- patient data
- anatomical structures
- medical image analysis
- cardiac motion
- computer tomography
- clinical data
- ct images
- contrast enhanced
- deformable models
- image registration
- mri data
- image guided
- brain imaging
- positron emission tomography
- deformable registration
- mr imaging
- treatment planning
- ct scans
- region of interest
- image data
- brain regions
- minimally invasive
- computer assisted
- pattern recognition
- input image
- clinical trials
- data mining