The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Oct. 16, 2018

Filed:

Jan. 30, 2015
Applicant:

Vanderbilt University, Nashville, TN (US);

Inventors:

Fitsum A. Reda, Nashville, TN (US);

Jack H. Noble, Nashville, TN (US);

Benoit Dawant, Nashville, TN (US);

Robert F. Labadie, Nashville, TN (US);

Assignee:

VANDERBILT UNIVERSITY, Nashville, TN (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06K 9/00 (2006.01); G06K 9/34 (2006.01); A61B 6/03 (2006.01); A61B 6/12 (2006.01); A61B 6/00 (2006.01); G06K 9/46 (2006.01); G06K 9/62 (2006.01); A61N 1/36 (2006.01);
U.S. Cl.
CPC ...
G06K 9/34 (2013.01); A61B 6/032 (2013.01); A61B 6/12 (2013.01); A61B 6/501 (2013.01); A61B 6/5211 (2013.01); A61B 6/5235 (2013.01); G06K 9/4671 (2013.01); G06K 9/6215 (2013.01); A61N 1/36038 (2017.08); G06K 9/00 (2013.01); G06K 2209/051 (2013.01);
Abstract

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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