Paper: | SU-AM-PS1.10 |
Session: | X-Ray CT, PET and SPECT Imaging |
Time: | Sunday, April 9, 10:50 - 12:10 |
Presentation: |
Poster
|
Title: |
Atlas-Assisted Tomography: Registration of a Deformable Atlas to Compensate for Limited-Angle Cone-Beam Trajectory |
Authors: |
Ofri Sadowsky; The Johns Hopkins University | | |
| Krishnakumar Ramamurthi; The Johns Hopkins University | | |
| Lotta M. Ellingsen; The Johns Hopkins University | | |
| Gouthami Chintalapani; The Johns Hopkins University | | |
| Jerry L. Prince; The Johns Hopkins University | | |
| Russell H. Taylor; The Johns Hopkins University | | |
Abstract: |
We present a method to improve the quality of cone-beam tomographic images computed from an intra-operative C-arm scan by adding information from an anatomical atlas. Limited range of C-arm view angles leads to reconstruction artifacts and poor anatomical detail. We propose to complete the missing views with simulated projections of a statistical anatomical model, which is deformably registered to match the data in the C-arm images. This paper presents the methods used to create the atlas and to register it with x-ray images. We compare the results of seven leave-one-out simulated hybrid reconstruction tests on a population of 13 subjects, with ``ground-truth'' CT, a classical short-scan, and a partial-scan reconstruction. |