Difference between revisions of "Project Week 25/CNN for multi-plane prostate segmentation"
From NAMIC Wiki
Line 18: | Line 18: | ||
| | | | ||
<!-- Objective bullet points --> | <!-- Objective bullet points --> | ||
− | + | For prostate lesion assessment, MRI volumes in sagittal, coronal and axial orientation are acquired. The goal is to segment the prostate in these volumes and fuse the segmentations in order to obtain better accuracy, especially in the apex and base regions (compared to segmentations obtained only on axial volumes). | |
− | |||
| | | | ||
<!-- Approach and Plan bullet points --> | <!-- Approach and Plan bullet points --> | ||
Line 31: | Line 30: | ||
| | | | ||
<!-- Progress and Next steps (fill out at the end of project week) --> | <!-- Progress and Next steps (fill out at the end of project week) --> | ||
+ | * built framework for predicting and fusing the segmentations | ||
+ | * tested simple majority voting in isotropic voxel volumes | ||
+ | * Future Work: | ||
+ | ** weighted voting depending on location and plane | ||
+ | ** Surface extraction from point clouds | ||
+ | |||
+ | |||
|} | |} | ||
Revision as of 09:42, 30 June 2017
Home < Project Week 25 < CNN for multi-plane prostate segmentation
Back to Projects List
Key Investigators
- Anneke Meyer (University of Magdeburg, Germany)
- Alireza Mehrtash (Brigham and Women's Hospital, Harvard Medical School, USA)
- Christian Hansen (University of Magdeburg, Germany)
- Andrey Fedorov (Brigham and Women's Hospital, Harvard Medical School, USA)
- Jennifer Nitsch (University of Bremen, Germany)
Project Description
Objective | Approach and Plan | Progress and Next Steps |
---|---|---|
For prostate lesion assessment, MRI volumes in sagittal, coronal and axial orientation are acquired. The goal is to segment the prostate in these volumes and fuse the segmentations in order to obtain better accuracy, especially in the apex and base regions (compared to segmentations obtained only on axial volumes). |
|
|