Structural- and DTI- MRI enable automated prediction of IDH Mutation Status in CNS WHO Grade 2-4 glioma patients: a deep Radiomics Approach.
Jialin YuanLoizos SiakallisHongwei Bran LiSebastian BrandnerJianguo ZhangChenming LiLaura ManciniSotirios BisdasPublished in: BMC Medical Imaging (2024)
Keyphrases
- low grade
- brain tissue
- clinical studies
- clinical data
- multiple sclerosis
- magnetic resonance imaging
- magnetic resonance images
- brain tumors
- normal subjects
- white matter
- body mass index
- breast cancer
- diffusion tensor imaging
- functional mri
- mri data
- myocardial infarction
- medical images
- prediction accuracy
- automatic segmentation
- healthy volunteers
- mr images
- diffusion tensor images
- prostate cancer
- evolutionary algorithm
- genetic algorithm
- high resolution
- post operative
- computer aided
- blood pressure
- diffusion tensor
- manual segmentation
- ct scans
- fully automated
- differential evolution