[Radiological biomarkers of brain gliomas].
A N TyurinaN B VikhrovaArtem I BatalovD B KalaevaE I ShultsA A PostnovI N ProninPublished in: Zhurnal voprosy neirokhirurgii imeni N. N. Burdenko (2022)
The most important objective of modern neuroimaging is comparison of data on genotype and phenotype of brain gliomas. Radiogenomics as a new branch of science is devoted to searching for such relationships based on MRI and PET/CT parameters. The 2021 WHO classification of tumors of the central nervous system poses the most important tasks for physicians in assessment of biological behavior of tumors and their response to combined treatment. The review demonstrates the possibilities and prospects of preoperative MRI and PET/CT with amino acids in assessing the genetic profile of brain gliomas.
Keyphrases
- pet ct
- high grade
- resting state
- white matter
- positron emission tomography
- magnetic resonance imaging
- contrast enhanced
- functional connectivity
- primary care
- cerebral ischemia
- machine learning
- public health
- amino acid
- diffusion weighted imaging
- computed tomography
- working memory
- deep learning
- multiple sclerosis
- genome wide
- cerebrospinal fluid
- dna methylation
- big data
- gene expression
- blood brain barrier
- subarachnoid hemorrhage
- current status