Intensity standardization of MRI prior to radiomic feature extraction for artificial intelligence research in glioma-a systematic review.

• Intensity standardisation is a key pre-processing step in the development of robust radiomic signatures to evaluate diffuse glioma. • A minority of studies compared the impact of two or more methods. • Further research is required to directly compare multiple methods of MRI intensity standardisation on glioma datasets.