Regression based overall survival prediction of glioblastoma multiforme patients using a single discovery cohort of multi-institutional multi-channel MR images.
Parita SanghaniBeng Ti AngNicolas Kon Kam KingHongliang RenPublished in: Medical Biol. Eng. Comput. (2019)
Keyphrases
- mr images
- multi channel
- survival prediction
- magnetic resonance
- lesion segmentation
- multiple sclerosis
- medical images
- magnetic resonance images
- clinical data
- lung cancer
- nonrigid registration
- mri data
- gene expression
- single channel
- manual segmentation
- clinical studies
- brain tissue
- magnetic resonance imaging
- brain segmentation
- mr imaging
- image data
- brain tumors
- phantom images
- medical data
- brain mri
- intensity inhomogeneity
- prostate cancer
- brain structures
- tumor growth
- microscopy images
- anatomical structures
- microarray