Possible projects
What follows is a sampling of the types of projects which are of interest to CREATE-MIA's industrial partners and which could form the basis for an internship. Please note that this list is not exhaustive and is subject to change at any time.
Imeka
- Multi-modal image registration
- 2D-3D-4D segmentation
- Interactive real-time fiber tracking
NeuroRx Research
- automatic detection of bad registration between two scans;
- robust intensity normalization;
- robust tissue classification/segmentation;
- automatic detection of magnetic distortion;
- automatic detection of motion artifacts, especially ringing and aliasing;
- automatic detection of interpacket motion artifacts;
- automatic detection of contrast (e.g. t1p, t2w, pdw)
- intracranial cavity segmentation.
ORS
- Registration mesh to mesh
- Deviation mesh to mesh
- Bone removal in CT (torso, leg and head)
- Table-gantry removal in CT
- Coding of the fast sweeping algorithm (mesh and volumetric)
- 2D variational interpolation to do m to n contour interpolation (contour living on plane with the same normal vector)
- Entropy minimization base shading correction for FIB imaging
- Open porous material chambers segmentation (FIB and Micro CT)
- Grain segmentation (FIB and Micro CT)
Synaptive Medical
- diffusion MRI
- fibre mapping and tractography
- registration and visualization methods
- tissue segmentation/differentiation
- navigation system accuracy
- MRI distortion correction
True Positive Medical Devices
- unit testing for the Montreal Neurological Institute's MINC software suite
- unit testing for our product suite: VolMETRIX, VasoMETRIX, AlzMETRIX, and MCIMETRIX
- sensitivity analysis for individual processing steps
- image processing database interface building
- automated input/output data quality control tools (implementation + testing)