Amide proton transfer weighted and diffusion weighted imaging based radiomics classification algorithm for predicting 1p/19q co-deletion status in low grade gliomas.
Andong MaXinran YanYaoming QuHaitao WenXia ZouXinzi LiuMingjun LuJianhua MoZhibo WenPublished in: BMC Medical Imaging (2024)
Keyphrases
- classification algorithm
- low grade gliomas
- diffusion weighted imaging
- k nearest neighbor
- white matter
- knn
- class labels
- brain tissue
- valued data
- brain tumors
- training set
- support vector machine
- naive bayes
- diffusion tensor imaging
- learning algorithm
- order statistics
- diffusion model
- image processing
- magnetic resonance
- atlas construction
- neural network