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Brain tumours are the most common solid cancers in children in the UK and are the most common cause of cancer deaths in this age group. Despite current advances in MRI, non‐invasive diagnosis of paediatric brain tumours has yet to find its way into routine clinical practice. Radiomics, the high‐throughput extraction and analysis of quantitative image features (e.g. texture), offers potential solutions...
The aim of this study was to assess the efficacy of three‐dimensional texture analysis (3D TA) of conventional MR images for the classification of childhood brain tumours in a quantitative manner. The dataset comprised pre‐contrast T1‐ and T2‐weighted MRI series obtained from 48 children diagnosed with brain tumours (medulloblastoma, pilocytic astrocytoma and ependymoma). 3D and 2D TA were carried...
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