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Methods for automatic segmentation of inner ear anatomy in post-implantation CT and applications of same
专利权人:
发明人:
Fitsum A. Reda,Jack H. Noble,Benoit Dawant,Robert F. Labadie
申请号:
US15116012
公开号:
US10102441B2
申请日:
2015.01.30
申请国别(地区):
US
年份:
2018
代理人:
摘要:
A method for automatic segmentation of intra-cochlear anatomy in post-implantation CT image of bilateral cochlear implant recipients includes coarsely segmenting a labyrinth with a labyrinth surface chosen from a library of inner ear anatomy shapes creating a target specific ASM for each of the labyrinth and the SOIs using a set of inner ear anatomy surfaces selected from the library of inner ear anatomy shapes such that the set of inner ear anatomy surfaces has the smallest dissimilarity quantity with the coarsely localized labyrinth surface in the post-implantation CT image refining the coarsely segmented labyrinth surface by performing an ASM-based segmentation of the labyrinth using the target-specific ASM of the labyrinth to obtain a segmented labyrinth and fitting the points of the target-specific ASM of the SOIs to their corresponding points on the segmented labyrinth to segment the SOIs in the post-implantation CT image.
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