Lessons Learned from the DICOM Standardization Effort Lessons Learned from the DICOM Standardization Effort

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    Lessons Learned from the DICOM Standardization Effort Lessons Learned from the DICOM Standardization Effort - Presentation Transcript

    1. Lessons Learned from the DICOM Standardization Effort David Clunie, Chairman DICOM Standards Committee Harry Solomon, Chairman DICOM Working Group 1 (Cardiovascular Information)
    2. What is DICOM?
      • The pre-eminent international standard for communication of medical digital images and related information
      • The product of 18 years of industry / clinical collaboration, beginning as ACR-NEMA
      • 16 Parts, over 1500 pages
      • A standard that works!
        • Hundreds of products, thousands of devices
    3. About Standards Development
      • It’s not easy or cheap
      • Intellectual capital, especially in information modelling
      • Consensus building among all stakeholders
      • DICOM - $10’s of millions, thousands of committee hours
    4. Organizational Aspects
      • Initial standard development is only a fraction of the total effort
      • On-going demand for interpretation, maintenance, evolution, education
      • Needs a solid organizational infrastructure, focused on the standard itself, for the long term
        • DICOM Standards Committee utilizes the National Electrical Manufacturers Association as Secretariat
        • Major support from RSNA and HIMSS “Integrating the Healthcare Enterprise” initiative
    5. DICOM Standards Committee
      • 25 manufacturers, plus 2 manufacturers’ organizations (NEMA - US, JIRA - Japan)
      • 15 clinical user organizations (worldwide)
        • radiology, cardiology, pathology, dentistry, opthamology, dermatology, gastro-enterology
      • FDA Center for Devices and Radiological Health
      • National Cancer Institute
      • Canadian Institute for Health
    6. Features of DICOM as a Medical Data Interchange Standard
    7. Encoding
      • Tagged, variable length data elements
        • Tagging conceptually similar to XML (but tags are 32-bit binary, not variable length ASCII)
        • Similar to TIFF
      • Supports binary data values
      • Encapsulated JPEG encoded pixel data
      • Supports hierarchical data organization
      • Extensible with private data elements
    8. Object Orientation
      • Fundamental unit of interchange is an information object Instance
      • Each Instance has a globally Unique ID
        • Registered under the rules of ISO 9834-3
      • Information object classes defined for each clinical data acquisition modality (CT, MR, etc.)
    9. Data Sets
      • Sets of object Instances are organized by patient, study, and series
        • virtual hierarchical folders
      • Object Instances carry their full contextual identification (patient, order, study, procedure step, series)
        • pargmatically more effective than separate objects managing each context level
    10. Network Services
      • Network Object Instance transfer
      • Departmental workflow management (orders, status)
      • Robust object management
      • Object storage Query and Retrieve
      • Media-based Object Instance file transfer
        • CD-R, DVD, MOD
      • DICOM MIME type for email attachment
    11. Privacy and Security
      • DICOM network communications may use SSL/TLS for node identification and/or transport encryption
      • DICOM files (on media-based interchange) may use CMS (RFC-2630) crypto wrapper
      • Object de-identification profile now in ballot
        • allows scrubbed identifiers to be encrypted within the object
    12. Clinical Trials
      • DICOM WG18 (Clinical Trials) currently developing header and profile for DICOM objects submitted for clinical trials
      • WG18 Secretariat is National Cancer Institute
    13. Structured Reporting
      • Much of recent DICOM effort directed to structured documentation of analyses and measurements
      • SR uses a hierarchical tree of structured content items, using DICOM object syntax
      • Unambiguous documentation of meaning through text, categorical codes, numeric measurements, inter-item relationships
        • Careful attention to clinical observation context
        • Leverage use of external coded vocabularies / terminologies
        • Robust references to spatial and temporal coordinates in DICOM object Instances
        • Explicit chain of inference may be documented
    14. SR Use Cases
      • Radiology / Cardiology / Pathology reports
      • Computer Aided Detection / Diagnosis
      • Key Image Notes
      • SR Object Instances are separate from the analyzed Object Instances
      • A single SR may report across multiple referenced objects from multiple studies
    15. DICOM Waveform Standard
    16. History
      • Cardiology community engaged with DICOM since 1992 for information standardization in the catheterization lab
      • X-ray Angiographic images
      • Invasive hemodynamic and electrophysiological waveforms
        • Waveform digital samples, not picture of a display
        • Non-invasive waveforms (ECGs) a “free” subset
      • Associated measurement reports
    17. Waveform Object Definition
      • Channel Definition harmonized with HL7 v.2.3
      • Channel Source may use SCP-ECG lead codes
      Equipment creates
      • Standard DICOM Composite Object Model
    18. Annotation
      • Annotations part of the data acquisition may be included in the Waveform Object Instance
        • e.g., suppressed pacemaker spikes
      • Other annotations may be included in a Structured Report Object Instance
        • global or per-lead measurements
        • interpretive statements
      • Both methods allow full description of annotated region (temporal coordinates)
        • by sample number, by time offset, or by absolute time
      • Annotations may be free text, or coded terms
    19. Implementations
      • DICOM Waveform objects are being used for cath lab invasive waveforms
        • allows management of Waveform objects with same infrastructure as DICOM angiographic images
      • Commercial software available provides transcoding of proprietary format waveforms to DICOM format
      • Many public and commercial toolkits available for DICOM object formatting and communication
    20. http://medical.nema.org/dicom.html http://www.dclunie.com/dicom-status/status.html
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