2012 Summer Project Week:DifficultRegistration

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  Projects List

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Key Investigators

• Erasmus Medical Center: Stefan Klein
• University College London: Marc Modat
• UNC: Aditya Gupta, Martin Styner
• BWH: Matthew Toews, Petter Risholm, Dominik Meier, William Wells

Objective

To identify solutions to difficult image registration problems that challenge the limits of current technology. Aspects of difficulty will include:

• inter-subject registration
• truncation, missing tissue
• unknown initialization
• inter-species registration
• articulated deformation

Approach, Plan

A set of difficult pair-wise registration problems will be considered. Participants will discuss workable solutions based on their expertise and background, and these solutions will be documented.
Registration cases can be found here.

Progress

TBA

Delivery Mechanism

Attention Participants: Please log in and update/correct entries in the table below. For bonus points, please provide links or solutions to image registration problems on this page.

Participant	Affiliation	Context	Techniques	Solutions/Links
Steven Aylward	Kitware	CT, US, ressection, brain tumors, changing pathology, sliding organ	Sliding Geometry, Geometric Metamorphosis
Karl Diedrich	AZE	Rigid registration, abdomen	Multi-resolution registration
James Fishbaugh	SCI	Shape analysis and registration
Aditya Gupta	UNC	DTI, enlarged lateral ventricles
Stefan Klein	Erasmus Medical Center	General Registration
Ivan Kolesov	Georia Tech	Articulated, point-based registration
Dominik Meier	BWH	General registration	Slicer: BRAINS	IntraOp: TBI:
Marc Modat	UCL	Intra-op, longitudinal	NiftiReg
Albert Motillo	GE	Parsing CT, Detection
Simrin Nagpal	Queens University	CT/US registration
Samon Nuranian	UBC	US-guided intervension, spine
Andre Remi	UCLA	Longitudinal changes in TBI, tissue types
Peter Risholm	BWH	Brain, head and neck, radiation therapy	Probabilistic Uncertainty
Samira Sojoudi	UBC	Spine, CT/US registration
Matthew Toews	BWH	General registration	SIFT landmark correspondence
Bo Wang	Utah	TBI image segmentation
Kevin Wang	Princess Margaret Hospital	Adaptive radiation therapy, longitudinal
William Wells	BWH	Interventional applications	Theory: Segmentation, Registration

Links for Data

• Matt's initial examples
• Slicer Registration Case Library
• XCAT
• DTI Files Enlarged LV registration with normal control
• DWI Files Enlarged LV registration with normal control
• TBI Cases
• TumorSim longitudinal data: To appear at http://midas3.kitware.com

Links for Tools & Methods

• Sliding Geometries Registration: http://public.kitware.com/Wiki/TubeTK
• Geometric Metamorphosis: https://github.com/calaTK/calaTK

Links for Papers

• Sliding Geometries
  • ISBI 2011: http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3141338/
  • Abdominal Imaging, MICCAI, 2011: http://www.springerlink.com/content/552824638l375645/
• Geometric MetaMorphosis
  • MICCAI 2011: http://www.springerlink.com/content/7r077665012078r5/