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The cancer Biomedical Informatics Grid™ (caBIG™): In Vivo Imaging Workspace Projects Fred Prior, Ph.D. Mallinckrodt Institute of Radiology Washington University in St. Louis
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caBIG will facilitate sharing of infrastructure, applications, and data Common, widely distributed informatics platform Shared vocabulary, data elements, data models Common standard for developing applications
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In Vivo Imaging Workspace Project 1: Middleware Project 2: AIM: Annotation and Image Markup Project 3: Vocabulary Project 4: XIP: Extensible Imaging Platform Terminologie s & CDEs Image Annotation Metadata storage formats Queries & Analysis Vocabularies & CDEs Data Capture Formats & Tools Data Re-Use Applications NLP Metadata for Images
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Search for Images Retrieve Results
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One of the goals of the In Vivo Imaging Workspace is to facilitate the increasing use of imaging based end points in clinical trials. To achieve this an easily extensible open source platform to support image analysis and visualization was defined as a key priority The eXtensible Imaging Platform (XIP) is an open source environment for rapidly developing medical imaging applications from an extensible set of modular elements. This platform will make it easier and less expensive to access specific post- processing applications at multiple sites, simplifying clinical trials, and most importantly, increasing the uniformity of imaging and analysis. Imaging applications developed by research groups will more easily be accessible within the clinical operating environment, simplifying workflows and speeding data processing and analysis. Once validated, the software should be readily transitioned into products through streamlined Federal Drug Administration, (FDA), approval processes due to the re-use of already approved libraries and open source development processes.
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Deliverables XIP.rad –Development and application build environment –Extensive and extensible set of libraries for imaging and visualization –Uses Open Inventor framework –Includes code generating wizards to create new objects and wrap existing libraries XIP.ws –A reference implementation of a medical imaging workstation developed using XIP.rad –Integrated via middleware into caGRID –Optimized to support basic cancer research use cases –Includes two key components: XIP.app – a use case specific “plug-in” application integrated via the DICOM WG-23 Interface XIP.host – the hosting environment that provides XIP.apps access to services such as data stores, remote processing, etc.
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XIP.ws - Reference Implementation XIP.host API (Socket) API (Plug) XIP.app CustomXIPClasses StandardXIPClasses
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Open Inventor Open Inventor ® (http://oss.sgi.com/projects/inventor/ ) is an object-oriented toolkit offering a comprehensive solution to interactive graphics programming problems. It presents a programming model based on the Model/View/Controller design pattern and the concept of Pipelines. C++ modules represent Engines, Nodes and Manipulators –Engines enable the creation of processing pipelines –Nodes support the concept of scene graphs, which are hierarchical structures of objects describing what needs to be visualized in 2D/3D –Manipulators handle input devices, measurements and coordinate transforms in response to user interaction
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Integrating existing toolkits into Wrappers for ITK functions such as Region Growing, Neighborhood, Isolated, Confidence, Watershed, Thresholding, Edge Detection, Laplacian, Gaussian, … Support for ITK Data Meshes and Vector Fields Automatic Wrapper generation for 2D/3D libraries/toolkits such as ITK and VTK –Example: ITK for image processing, segmentation, registration –User can review parsed results and choose to support only the desired data types, hide some methods, exclude some classes, etc.
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XIP Framework & Architecture XIP Application (Can be replaced with any WG23-compatible Host) XIP Host Adapter API XIP LIBITKVTK... Host-Specific Plugin Libraries Remote Processing caGrid Analytical Svc. Data Access caGrid Data Svc. Annotation and Markup AIM MetaData... XIP Modules Host Independent WG23 XIP Development Tools XIP Host WG23 (Enables rapid development of applications)
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caGrid Grid Infrastructure for caBIG caGrid Components –Language (metadata, ontologies) –Security –Advertisement and Discovery –Workflow –Grid Service Graphical Development Toolkit (Introduce) –Efficient Bulk Data Transport (IVI middleware) –DICOM compatibility (IVI middleware)
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gridIMAGE Architecture Expose algorithms, human markup and image data as caGrid Services
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DICOM Interoperability Interoperability Library –Translate between DICOM and caBIG data models, and DICOM QR and caBIG query language DICOM Data Service –Exposes existing DICOM QR aware data resources (PACS, etc) as caGrid compliant service VirtualPACS –Allows DICOM-aware clients (review workstation, etc) to access DICOM caGrid data services over the grid caGrid-based security for data transport, authentication, and authorization
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The caBIG AIM Project An ontology of image annotations –An ontology defines concepts in a domain and the relationships between those concepts An ontology of image markups Use of controlled terminologies –RadLex, SNOMED, LOINC, UCUM Define a set of translatable standards-based representations Implement this functionality on the caBIG eXtensible Imaging Platform (XIP)
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An Image, an Image Markup The pixel at the tip of the arrow [coordinates (x,y)] in this image [DICOM: 1.2.814.234543.23243] represents the Ascending Thoracic Aorta [SNOMED:A3310657] and an Annotation
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HW XIP Application Inventor Application Modules WG 23 System Services PLUG WG 23 System Services SOCKET GRID CLIENT SERVICES DICOM SERVICES (DCMTK) OTHER SERVICES VTKITKAIMTKother OS NCIA XIP IDE RadLex AIM NCI Protégé EVS XIP MIDDLEWARE DICOM DICOM Services IVI Middleware caGrid CaBIG caDSR, EVS, RadLex, AIM ontology, etc Client access Service access Grid Data Service Grid Analytical Service AIM Data Service XIP App Service Host WG23 DICOM Image Sources
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The caBIG 2007 Annual Meeting February 5 - 7, 2007 Marriott Wardman Park Hotel, Washington, DC Plenary sessions; 60 break out sessions; exhibits, demonstrations, and posters; hackathon Tailored sessions for newcomers February 5 and throughout the conference
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