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Overview of Image Segmentation with 3D Slicer

In Slicer, there two complementary modules that are used hand-in-hand for segmentation tasks.

  1. Segment Editor: is the actual module for segmentation of volumes. Segmentation (also known as contouring) delineate structures of interest. Some of the tools in Segment Editor mimic a painting interface like photoshop, but work on 3D arrays of voxels rather than on 2D pixels. In addition to the core segmentation tools (such threshold, paint, logical operations etc) provided, SegmentEditorExtraEffects extension (already bundled with SlicerMorph) provides additional segmentation tools (such as Split Volume by segments or FloodFill effect etc).
  2. Segmentations: is the module that allows you to manipulate the segmentations generated by Segment Editor. Some of the key functionality is to import/export segmentations into Label Map or 3D Model representation, adjust and edit display properties, copy/move segments across different segmentations, and so forth.

In addition to these two core modules, there are couple supporting modules such as:

  1. Segment Statistics, which allows you to extract quantitative information (such as volumes, moments of interia, centroid positions, etc) from the segmentations and tabulate them.
  2. Segment Comparison allows you calculate various similarity indices for two different segmentations (e.g., compare segmentation results from one expert to the other).
  3. Segment Registration allows you to linearly and/or deformably register segments from two different datasets using the Elastix registration framework.
  4. Segment cross-section area module allows you to calculate, plot and tabulate the cross-sectional area of any segment as a function of slice number.

If you are new to image segmentation, probably you should read the official Image Segmentation documentation from Slicer..

Even if you have previous experience with other 3D segmentation programs, it might be good to take a minute to read the Slicer specific functionalities and how different types of data types relate to each other (see figure below). As often new comers confuse volume rendering and segmentations and how different data representations relate to each other in Slicer.

Additional Resources for Image Segmentation in Slicer

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