A Novel MKL Method for GBM Prognosis Prediction by Integrating Histopathological Image and Multi-Omics Data.
Ya ZhangAo LiJie HeMinghui WangPublished in: IEEE J. Biomed. Health Informatics (2020)
Keyphrases
- image data
- input data
- synthetic data
- segmentation method
- user input
- prior information
- data sets
- prior knowledge
- intensity images
- missing values
- template matching
- training samples
- input image
- reconstruction method
- grey level
- statistical methods
- missing data
- region of interest
- prediction model
- training data
- similarity measure
- test images
- image set
- volumetric data
- image segmentation
- segmentation algorithm
- image classification
- data points
- image matching
- image features
- adaptive thresholding
- multiscale
- tensor field
- interpolation method
- high dimensional
- support vector machine
- predictive model
- extracted features
- pixel values
- semi supervised learning
- linear combination
- energy function
- image regions