Presentation on theme: "QueryAtlas Steve Pieper, Greg Brown, David Kennedy, Maryanne Martone, Jyl Boline, Burak Ozyurt, Wendy Plesniak, Michael Halle, Anna Tang, and Florin Talos."— Presentation transcript:
QueryAtlas Steve Pieper, Greg Brown, David Kennedy, Maryanne Martone, Jyl Boline, Burak Ozyurt, Wendy Plesniak, Michael Halle, Anna Tang, and Florin Talos
QueryAtlas: a Slicer3 module The Query Atlas is a 3D Slicer module that uses atlas-based anatomical representations, linked to underlying semantic descriptions, as an interactive 3D spatial reference for viewing experimental results and for performing information searches to study and interpret them.
Slicer3 Slicer3: Cross-Platform Integrated Visualization and Analysis: Structure / Function Multi-Site Development: BWH, MIT, GE, Kitware, Isomics, UCSD, JHU, MGH… Multi-Project Scope: fBIRN, mBIRN, NAC, NA-MIC, NCIGT, RO1s… Impact: fBIRN and mBIRN Informatics (XNAT) and Data (XCEDE) Compatibility Leverage Active Dissemination and Training Efforts of Partner Grants
Slicer3 Slicer3: Complete re-design using Community-centered approach Considers user experience for diverse community: End-users of the desktop application Developers working on core software, using different programming styles Contributors of algorithms who want a light-weight API
Slicer3 GUI designed with input from application scientists for improved usability Toolbar with module navigation Module GUI panel Slice viewer control 3D viewer control Status & progress
QueryAtlas Overview Use the QueryAtlas to: Load volumetric analyses from XCEDE compliant or XNAT databases; Visualize volumes, models and parametric map overlays. Annotate models and labelmaps with anatomy labels Formulate queries in the context of particular study results (fMRI activations or group statistics, for example) View and manage collections of query results
QueryAtlas Overview Target Audiences: Neuroscientists: Address Information Overload with Ontology-Aware Tools Tool Builders: Provide Reference Implementation of XCEDE Compliant Application Software Non-Specialists: Educational Tool and Compelling Demonstration of Data Richness Leverages Cross-Testbed BIRN Resources
QueryAtlas Overview Complete QueryAtlas Xcede 2.0 Catalog: To support BIRN research, the QueryAtlas is Xcede 2.0 catalog compliant. A complete QueryAtlas Xcede catalog describes and contains uris for: an anatomical volume (brain.mgz); results of a FreeSurfer morphological analysis ( a label map, aparc+aseg.mgz and models, lh.pial and/or rh.pial); the model's annotataion overlay (lh.aparc.annot and/or rh.aparc.annot) derived from the anatomical; results of the FIPS processing (an example_functional.nii dataset and brain activation statistics volume datasets of interest, zstatX.nii, zfstatX.nii); and a FreeSurfer matrix (anat2exf.register.dat) to register the anatomical to the example functional volume. ** The anatomical volume, the example functional volume and the matrix that registers them in FreeSurfer are required when the catalog is parsed in order to compute the registration matrix in Slicer's coordinate system that correctly aligns all statistics volumes with the scene's anatomical information.
Supported data Currently, the QueryAtlas supports: Annotated FreeSurfer datasets (aparc+aseg.mgz, lh/rh.aparc.annot) Xcede 2.0 catalog.xcat files for fBIRN FIPS/FreeSurfer data XNAT archive.xar files for mBIRN Qdec data Can be extended to include other atlas-based annotated label maps or model files: (requires extending readers and data handling methods, and the controlled vocabulary)
Interface Overview 1. Scene loading and Annotation setup 2. Annotation and Display options 3. Ontology Mapping and Browsing 4. Define Search Terms 5. Build queries, View Manage and Save Results
Bookmark file read/write for Firefox Set Mozilla Firefox 2 location through the Application Settings Interface View -> ApplicationSettings -> Slicer Settings
Loading Qdec data Load an XNAT.xar archive from command-line, or load a.qdec file from the GUI Set up annotations Select among population statistics overlays
Interactive annotations on Qdec data way-finding with interactive annotations on the FreeSurfer inflated brain mapped with different population statistics Does the correlation between thickness and Left NonWM Hypointensities differ from zero? Does the average thickness differ from zero? Does the average thickness differ from zero? click to play movie
Loading FIPS/FreeSurfer data Close any currently loaded scene. Load an XCEDE catalog (.xcat file) from command-line or from the GUI (example phII BIRN SIRP paradigm, combined morphology and functional analyses) Set up Slice layers for convenient display Set up annotations (XCEDE 2.0 catalog descriptions)
Loading FIPS/FreeSurfer data Select among brain activation overlays included in the catalog (zstat.nii, zfstat.nii…) (XCEDE 2.0 catalog descriptions) C7 C14 C17
Loading FIPS/FreeSurfer data (Go to Volumes Module to control data display) Select brain as the active volume, and set its threshold to Auto Select each statistics file as the active volume and set its threshold and window/ level to adjust the display appropriately Navigate back to the QueryAtlas
Interactive annotations Combined structural image data and functional statistics informed by local or formal anatomical annotations In the annotation and Display Options GUI Panel, select the termset used for annotations Toggle LH and RH model visibility In the three Slice Viewers, toggle Slice Plane visibility click to play movie
Controlled vocabulary Extensible mechanism for linking atlas-based labels in various local naming systems to symantically compatible terms used in the larger biomedical informatics community CSV format files, leverages current BIRNLex ontology and mapping to other termsets and NeuroNames resources from BrainInfo Specifically provides mapping between local termsets (FreeSurfer) and BIRNLex, NeuroNames, UMLS, IBVD Extensible to include other local and formal termsets Distributed with Slicers QueryAtlas module TBD: Authoring/editing policy and mechanisms, means of tracking BIRNLex changes
Features: Quick translation & search 3D Viewers Context menu (right click) provides a quick jump to ontology mapping and quick search. Ontology Mapping & structure term selection panel Controlled vocabulary leverages current BIRNLex ontology and mapping to other termsets
Features: SPL Ontology browser 3D Viewers Context menu launches SPL Ontology Browser if local term maps to BIRNLex term or NeuroNames term (requires Java 1.5+) Interactive tree view of BIRNLex and NeuroNames structures entry matching terms info f.o.v Tree view: pan, zoom, expand, collapse
Features: SPL Ontology browser SPL Ontology browser: information visualization tool written in Java using Jython scripting language based on open-source Prefuse toolkit contains subset of BIRNlex ontology (root = Regional part of Organ) contains all of NeuroNames, including synonyms converted to JSON format for simplified parsing and better human readability: NeuroNames CSV file to JSON is python script BIRNlex to JSON uses Jython and Jena ontology toolkit Slicer sends commands using a socket-based mechanism (Currently, communication is one-way)
Features: Detailed search Select terms of interest and pass to structure search terms in the Search Terms GUI panel…
Features: Detailed search Select among structure terms to use Specify additional (group, species, other) terms Select search target, and inspect resulting links Reserve and accumulate useful links
Features: Detailed search Save useful links to Firefox bookmark file (or load past results)
Example data & more information FIPS/FreeSurfer example dataset: http://wiki.na-mic.org/Wiki/index.php/Slicer3:Module:QueryAtlas#Example_data Qdec example dataset: http://www.na-mic.org/Slicer/Download/Data/TEST4.qdec Simple tutorial describing features and use: http://wiki.na-mic.org/Wiki/index.php/Slicer3:Module:QueryAtlas
Future work Ability to query richer information repositories and infrastructure using available web services Information display tools for intuitive inspection and integrated comprehension of search results (images, data tables, text) Tools for transacting with BIRN HID and other XCEDE-compliant data resources Extending software and controlled vocabulary to include new atlas information Adding experimental natural language parsing tools for query formulation Developing mechanisms for tracking BIRNLex and approach to community authoring and editing of controlled vocabulary
Acknowledgement This research was supported by Grant 5 MOI RR 000827 to the FIRST BIRN and Grant 1 U24 RR021992 to the FBIRN Biomedical Informatics Research Network (BIRN, http://www.nbirn.net), that is funded by the National Center for Research Resources (NCRR) at the National Institutes of Health (NIH). This work was also supported by NA-MIC, NAC, NCIGT. NeuroNames ontology and URI resources are provided courtesy of BrainInfo, University of Washington.
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