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SHARPS DS2 -- Decision Support for Data Segmentation -- is a technical architecture and software prototype to demonstrate how OpenCDS, an open source Clinical Decision Support (CDS) framework, can be used to identify and redact selected conditions from clinical summary documents in an HIE environment. The DS2 software also includes a suite of related tools for:

  • creating, importing, and editing Continuity of Care (CCD) documents;
  • testing redacted CCDs; converting CCDs to Virtual Medical Record (vMR) format;
  • training machine learning classifiers and calling them from OpenCDS;
  • checking for drug-drug interactions against non-redacted CCDs; and
  • visualizing the effectiveness and the impact of probabilistic redaction through a web-based "inference analyzer."

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Our target community includes health informatics researchers and anyone interested in exploring the use of CDS to assist with the segmentation of clinical records by condition.

SHARPS DS2 is part of SHARPS, is a multi-institutional and multidisciplinary research project, supported by the Office of the National Coordinator for Health Information Technology, aimed at reducing security and privacy barriers to the effective use of health information technology.

Demonstrations

Try out the Predicate-Reducer and Inference Analyzer on the Demonstrations page.

 

 

 

This work was supported by HHS 90TR0003-01 (SHARPS) and the Illinois Office of Health Information Technology (OHIT). The views expressed are those of the authors only.

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