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. 2020 Dec 4;11:592349. doi: 10.3389/fendo.2020.592349

Table 2.

Pancreas magnetic resonance imaging (MRI) analysis techniques.

Technique Advantages Disadvantages
Region-of-interest Easy to implement; fast; can avoid ductal structures and organ borders Placement affects quantification; does not capture anatomical heterogeneity
Whole pancreas averaging Not subject to reader placement; captures all regions of the pancreas Averages ductal structures and organ borders; may average out sparse alterations; requires capturing entire pancreas in field of view
Radiomics Quantifies anatomical heterogeneity; identifies anatomical regions with different properties (“habitats”) Difficult to implement; High dimensionality of data can result in overfitting