Segmentation 2D or 3D ?

Hi
I have problem with segmentation of Tumor from Brain CT scan images ,
Which method is better for Radiomics ? single-slice based (2D) or Segment tumor from all slice (3D)

In case anyone else is looking, this question ended up being answered on the pyradiomics list.

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