Predict CT image from MRI data using KNN-regression with learned local descriptors.
Liming ZhongLiyan LinZhentai LuYao WuZixiao LuMeiyan HuangWei YangQianjing FengPublished in: ISBI (2016)
Keyphrases
- knn
- mri data
- ct images
- magnetic resonance imaging
- k nearest neighbor
- medical images
- medical imaging
- computed tomography
- fully automatic
- nearest neighbor
- mr images
- magnetic resonance images
- k nearest neighbour
- white matter
- synthetic data
- ct scans
- distance function
- region of interest
- support vector machine
- neural network
- knn algorithm
- anatomical structures
- radiation therapy
- image analysis
- x ray
- text classification
- pattern recognition
- support vector
- computer aided diagnosis
- magnetic resonance
- medical image analysis
- image segmentation
- computer vision
- image reconstruction
- feature selection
- decision trees
- clinical applications
- imaging modalities
- similarity measure
- image intensity
- segmentation algorithm
- computer assisted