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All Hands Meeting 2004 Clinician’s Requirements for HID Query and Statistics Interface Christine Fennema-Notestine, Ph.D. David Kennedy, Ph.D.
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The Human Imaging Database (HID) Secure database and query tools for exploring data within and across sites Site-specific HID schema using Oracle label security Data maintenance and assessment management On-line clinical assessments for data entry (CALM) Query interface to navigate and combine clinical and anatomical derived data Resultant text data can be exported Mediation for multi-site HID queries Univariate and bi-variate statistical interface Helps to get a flavor of the data available to inform new queries Access to imaging data in Storage Resource Broker (SRB) for viewing, browsing, and downloading
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Multi-site Alzheimer’s Testbed GOAL: To demonstrate how BIRN infrastructure can be used for mining multi-site clinical MRI studies with a BIRN-enabled preliminary study of Alzheimer’s disease (AD). Together, data from more than one site may provide a larger, improved sample of individuals to better understand elderly individuals at risk for AD and those at various stages of AD.
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Type of data available in AD project MR data: Legacy T1 data from UCSD (PI: T. Jernigan) and BWH/MGH (PI: M. Albert) NATIVE de-identified/defaced volumes ANALYZED data volumes (FreeSurfer subcortical segmentations) Demographic information required across sites Age, Education, Gender, Handedness Clinical assessments varied across sites (UCSD ADRC PI: L. Thal; BWH/MGH), with some overlap Minimum requirement MMSE Review your questionnaire to make notes as we go through the following example query
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Welcome and Portal Login demo
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Begin Query Assessment Regular user interface
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Save Query for later use or editing Single or Multi-site (mediated) Query
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Query Results
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Single subject data: view, browse, download
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Statistical options through Portal
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Univariate Statistics
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Box Plot Outlier Datasets
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Bi-variate Statistics
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Box Plot of Left Hippocampal Volume by Diagnostic Group
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If you like your query results…. Export CSV text data for local analysis
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Working Plans Extension and improvement for the Statistical Prototype (currently based in R) Improve readability of text Improve graphical capabilities Ability to perform more complex graphical plots E.g., hippocampal volume by diagnosis by site plots Quick generation of readable plots and graphs Dynamic graphics with live datapoints Extend analysis capabilities Multivariate and covariate analyses Continue development of on-line data entry (CALM) Add different types of data, e.g., genotypic, DTI
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Enhancements to Statistical Interface Enable ‘By’ Functionality Hierarchical ANOVA / MANOVA Total Brain Cerebrum, Cerebellum, Brainstem, Ventricular System Cerebral Cortex, White Matter, Thalamus, Caudate, Accumbens, Putamen, Pallidum, Hippocampus, Amygdala Frontal, Occipital, Parietal, Temporal Lobes Gyral Regions within Lobe Enable laterality functions (L+R, L-R, average, symmetry index, etc.)
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User Feedback Hints Site needs may differ Navigation suggestions Mediation for multi-site HID queries and Ontology needs Each site will have different assessments available Each site may have different variable names for assessments Preference to visualize available databases at Welcome page and to know in advance what each site may have available – requires ontology base
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Single subject information What’s missing? Different text format? Different data format for image volumes? Access to imaging data in the Storage Resource Broker (SRB) for viewing, browsing, downloading Links to other types of software/tools to view data? Other download formats? Meta data related to data provenance incorporated into HID for querying
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Public Demo site will be available for testing Public Demo to orient users with on-line tutorial for HID Query Interface http://reducto.nbirn.net/pnewnan/PublicAD/Tutorial2.htm Without tutorial https://loci.ucsd.edu/public_clinical/index.jsp Statistics and data browsing can also be done at these sites if you have a BIRN Portal account for access privileges, until a guest account is created.
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Additional current options: From outliers in Univariate Statistics, launch 3DSlicer to view anatomical data and use Query Atlas tool
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