Upload
seda
View
34
Download
3
Embed Size (px)
DESCRIPTION
Free Open Source Software for IGT. Ron Kikinis, M.D. Professor of Radiology, Harvard Medical School. Founding Director, Surgical Planning Laboratory, Brigham and Women’s Hospital - PowerPoint PPT Presentation
Citation preview
Surgical Planning LaboratoryBrigham and Women’s HospitalBoston, Massachusetts USA
a teaching affiliate ofHarvard Medical School
Free Open Source Software for IGT
Ron Kikinis, M.D.
Professor of Radiology,
Harvard Medical School
Founding Director, Surgical Planning Laboratory, Brigham and Women’s HospitalPrincipal Investigator, National Alliance for Medical Image Computing (a National Center for Biomedical Computing, part of the Roadmap Initiative), and Neuroimage Analysis Center (a NCRR National Resource Center)Research Director, Image Guided Therapy Program, Brigham and Women’s Hospital
©2006 Surgical Planning Laboratory, ARR Slide 2
Acknowledgments
• F. Jolesz, W. Lorensen, W. Schroeder, C. Tempany, P. Black, K. Hynynen, S. Wells, N. Hata, S. Warfield, CF. Westin, M. Halle, S. Pieper, and many more….
V E R I TAS
©2006 Surgical Planning Laboratory, ARR Slide 3
Types of IGT Research
1. Testing of devices provided by commercial vendors
• Can be done in a clinical environment
2. Modification of existing devices• Requires dedicated research time
3. New methods• Requires dedicated research time
and dedicated personnel
©2006 Surgical Planning Laboratory, ARR Slide 4
The Two Worlds of IGT
• Clinical devices– Government regulated (for protection)
1. “Freeze” the procedure and devices
2. Characterize behavior
3. Document
• Research devices– Regulated through research protocols
1. Frequent modifications
2. Characterization/testing is an afterthought
3. Documentation is always behind
©2006 Surgical Planning Laboratory, ARR Slide 5
IGT Today
• IGT has a history of proprietary approaches– Hardware is by default proprietary– Funding agencies often require
commercialization which is easier with proprietary approaches
©2006 Surgical Planning Laboratory, ARR Slide 6
Consequences
• Proprietary software and hardware – Locks researchers to a single vendor – Prevents leveraging of the work of
other scientists
• Graduate students (the work force of science) eternally reinvent the wheel
©2006 Surgical Planning Laboratory, ARR Slide 7
NA-MIC: A Template ?
Provided by Kikinis
• National Alliance for Medical Image Computing
• Academic and commercial partners
• Funded by NIH• Leverages other
work at the participating sites
©2006 Surgical Planning Laboratory, ARR Slide 8
What is NA-MICs science?
• Computational tools for image analysis (algorithms)
• Software engineering methods and applications for image analysis (tools)
• Application science
©2006 Surgical Planning Laboratory, ARR Slide 9
A Public Highway …
• “NA-MIC kit” is like a Public Road System:
• Provides open source infrastructure– “Driveways” can Lead to
Anything:• a Private Facility
(commercial product)• a Public Park (FOSS)
FOSS= Free Open Source Software
Provided by Pieper, Kikinis
©2006 Surgical Planning Laboratory, ARR Slide 10
BSD style: what does that mean?
• Open Source: No restrictions on use• No license fees• You can use the source code to develop a commercial
package that you sell. No need to ask for permission.• If you use our software, you are responsible to make sure
that you comply with all regulations that apply to the way you use it. – E.g. if you want to use it for clinical trials, you have to apply
for the proper authorizations at your institution• You MUST acknowledge our contribution
– E.g. Insert a text like the following into the “about” section of your package or product: “This product is based on the 3D slicer software, see www.slicer.org for more information”
• You can contribute back to us. It is your choice, if you want to do that and it is our decision, if we will accept it.
• BSD=Berkley Software Distribution
©2006 Surgical Planning Laboratory, ARR Slide 11
The NA-MIC Kit
• 3D Slicer: Plattform for delivering image analysis technology to end-users
• Several toolkits, other infrastructure, and methodologies
• Native support for several plattforms: Windows, Linux, OS X, Solaris
Provided by Pieper, Kikinis
©2006 Surgical Planning Laboratory, ARR Slide 12
3D Slicer• Application for image
analysis and data visualization
• Free Open Source Software available for Windows, Linux, Solaris and Mac OS X
• Supports a large number of image formats
• Google: “slicer 101” for more information
©2006 Surgical Planning Laboratory, ARR Slide 13
Segmentation
Provided by K. Pohl
©2006 Surgical Planning Laboratory, ARR Slide 14
Rigid RegistrationOverlay Before:
After:
Provided by Talos, Pieper et al.
©2006 Surgical Planning Laboratory, ARR Slide 15
Analysis of Tubular Structures
• Diffusion Tensor Imaging
• Automatic extraction of anatomically meaningful fiber bundles in the WM of the brain
• Cluster Analysis• Rendering
outside Slicer using photon mapping
Provided by Banks, Shenton, Kindleman, Westin, Bouix, et al.
©2006 Surgical Planning Laboratory, ARR Slide 16
Tracking
E.g. MicroBird Sensor fits on tip of flexible scopes
©2006 Surgical Planning Laboratory, ARR Slide 17
Development Methodology
6 months
4 months
2 months
Release Patch Nightly Continuous
Release X.Y
Release X.Y.1
Release X.Y.2
Release X.Y.3
Extreme lifecycle
Dashboard
CMakeCTestCPack
Testing
PrivateSandbox
NA-MICSandbox
Slicer
ITK
Prototype
©2006 Surgical Planning Laboratory, ARR Slide 18
Tools
• Suite of software engineering tools supporting a multi-site development effort– Cmake = multiplatform compilation using
native compilers (windows, OS X, Linux, Solaris)
– CTest = automatic testing after compilations– Dart2 = web-based management of the
development– CPack = Platform sensitive automatic
installation of software
©2006 Surgical Planning Laboratory, ARR Slide 19
CMake• Manage the build process
– Find system libraries and code– Compile source code– Assemble resulting binary modules– Create libraries– Construct executables
• Enable customization, e.g.– Specify location of source, object
code, executables– Build debug or optimized
• Do it cross-platform, combinations of– hardware– software– compiler– compiler options
• Do it fast– Parallel compilation– Rapid dependency checking
CMake is like a universal remote that controlsmultiple build environments with a single interface.
CMake manages complex software development environments – like a universal remote control automatically manages the components of a multimedia system by simply specifying the media type
Provided by Schroeder, Cedilnik
©2006 Surgical Planning Laboratory, ARR Slide 20
Adoption Beyond Medical
©2006 Surgical Planning Laboratory, ARR Slide 21
NCIGT
• National Center for Image Guided Therapy
• NIH funded
• Leverages NA-MIC software platform
©2006 Surgical Planning Laboratory, ARR Slide 22
IGT Specific Capabilities
• Open Standards are needed for:– Trackers– Scanner control– Navigation systems– Robotic devices
©2006 Surgical Planning Laboratory, ARR Slide 23
Hardware Standards
• USB keys are an excellent example for a successful hardware/software standard: – Devices available from different vendors– Same device works on different computers
with a variety of operating systems
• Closer to IGT: Opentracker is an emerging BSD licensed package that provides an open interface to several proprietary tracking systems
©2006 Surgical Planning Laboratory, ARR Slide 24
Recommendations
• Free Open Source Software– NA-MIC methodology allows multi-party
development and quality assurance– Potential to bridge the gap between research
and clinical devices
• Open Standards for Hardware interfaces– Computer industry offers good templates:
Standardization through ACM and IEEE
©2006 Surgical Planning Laboratory, ARR Slide 25
Commercial Efforts
• Commercialization is the proper channel for distributing clinical devices
• Value-added commercialization is the proper mechanism to take advantage of open research
• The proposed framework with BSD style license and infrastructure for automated testing lowers the threshold for translational work
©2006 Surgical Planning Laboratory, ARR Slide 26
IGT Engineering Workshop: ncigt.org
Date: October 19-20, 2006.
Location: Rockville, MD
Open to
everybody
Attendance limited by size of venue only
©2006 Surgical Planning Laboratory, ARR Slide 27
For More Information
• National Center for Image Guided Therapy www.ncigt.org
• Surgical Planning Laboratory www.spl.harvard.edu
• National Alliance for Medical Image Computing www.na-mic.org