Atlas-Based Under-Segmentation

We study the widespread, but rarely discussed, tendency of atlas-based segmentation to under-segment the organs of interest. Commonly used error measures do not distinguish between under- and over-segmentation, contributing to the problem. We explicitly quantify over- and under-segmentation in sever...

Full description

Bibliographic Details
Main Authors: Wachinger, Christian, Golland, Polina
Other Authors: Massachusetts Institute of Technology. Computer Science and Artificial Intelligence Laboratory
Format: Article
Language:en_US
Published: Springer-Verlag 2015
Online Access:http://hdl.handle.net/1721.1/100252
https://orcid.org/0000-0002-3652-1874
https://orcid.org/0000-0003-2516-731X