Difference between revisions of "2011-Challenge:Segment-a-spine"

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=The Challenge=
 
=The Challenge=
*Provide a tool in 3D Slicer which will segment  
+
*Provide a tool in 3D Slicer which will segment vertebrae. It is expected that each vertebra is individually and fully labelled.
**vertebrae. It is expected that each vertebra is individually labelled and
 
 
*the algorithm can be developed using the data below
 
*the algorithm can be developed using the data below
 
*the algorithm will be tested using a different ct data set of comparable quality.  
 
*the algorithm will be tested using a different ct data set of comparable quality.  

Revision as of 17:43, 14 January 2011

Home < 2011-Challenge:Segment-a-spine
Back to 2010 AHM agenda
Volume rendering of the spine in the challenge data set

Introduction

  • This is the first in a series of challenges which aim at improving our set of robust interactive segmentation tools.

The Challenge

  • Provide a tool in 3D Slicer which will segment vertebrae. It is expected that each vertebra is individually and fully labelled.
  • the algorithm can be developed using the data below
  • the algorithm will be tested using a different ct data set of comparable quality.
  • The algorithm can be semi-automated. It is acceptable to ask the user to point to one or more vertebrae or other structures.
  • The algorithm must comply with "Rons Rules For Tools".

Deliverables

  • Deliver your solution to Ron by May 31 2011
  • The best solution will be awarded with one price of USD 500
  • Definition of "best":
    • Outer boundaries of the vertebral body correspond to the visible boundaries
    • Clean separation from adjacent vertebrae, ribs (if present) and intervertebral disks
    • Full segmentation of the transverse, spinous, and other processes

Sample data set

  • See volume of interest which is cropped from the full data set. For reference, L1 has been labeled. Use File/Load scene to load the volume into Slicer. The size of the download is 70MB and contains the original data set as well.
    • The bottom case in this table is the original location.
  • Lung CT data set: This is a data set from a different subject.
  • Lung CT data sets (3 cases) with COPD: These are three subjects with different degree of COPD.
Individual vertebrae have been manually segmented in the abdominal atlas

Atlas reference

If you need anatomical knowledge, please download [1] which contains some individually labeled vertebrae.


To learn about regional differences among healthy vertebrae see the following wikipedia entries: