Normative Baseline for Radiomics in Brain MRI: Evaluating the Robustness, Regional Variations, and Reproducibility on FLAIR Images.
Umang PandeyJitender SainiManoj KumarRakesh GuptaMadhura IngalhalikarPublished in: Journal of magnetic resonance imaging : JMRI (2020)
These findings suggest that, accounting for age, spatial locations in radiomics-based analysis and use of intersite radiomics harmonization is crucial before interpreting these features for pathological inference. Level of Evidence 3. Technical Efficacy Stage 1. J. MAGN. RESON. IMAGING 2021;53:394-407.
Keyphrases
- contrast enhanced
- lymph node metastasis
- magnetic resonance imaging
- computed tomography
- high resolution
- magnetic resonance
- deep learning
- squamous cell carcinoma
- white matter
- diffusion weighted imaging
- optical coherence tomography
- single cell
- multiple sclerosis
- machine learning
- cerebral ischemia
- subarachnoid hemorrhage