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. Author manuscript; available in PMC: 2019 Dec 13.
Published in final edited form as: Med Phys. 2018 Jun 13:10.1002/mp.13046. doi: 10.1002/mp.13046

Figure 1. Flow diagram describing the main components of computational radiomics pipeline in Computational Environment for Radiological Research (CERR).

Figure 1

The pipeline consists of (a) data import, (b) segmentation, (c) parameter selection, (d) radiomics map/pre-processing filters, and (e) extraction of scalar radiomics features for further analysis.

* Texture radiomics scalars based on gray level co-occurrence matrix: Gray level co-occurrence (16), Neighborhood gray-tone difference (20), Neighborhood gray-level dependence (21), Run length (22), and Size zone (23) matrices.