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From those radiomics methods, texture analysis occupied a large part. In addition, the extracted features include histogram, shape-based features, texture-based features, wavelet features, gray level co-occurrence matrix (GLCM), and run-length matrix (RLM). CONCLUSION Although radiomics analysis are already applied to AD and MCI diagnosis and classification, there still is a long way to go from these computer-aided diagnostic methods to the clinical application. Copyright© Bentham Science Publishers; For any queries, please ema