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cds.ahrq.gov/sites/default/files/cds/artifact/18/2024_CDS_Connect_IG_Statin_CVD_Clinician_Facing.pdf
January 01, 2024 - Prepared by:
CMS Alliance to Modernize Healthcare (The Health FFRDC)
A Federally Funded Research and Development … Artifact Development Decision Log ................................................................... … The use of CQL in CDS Connect development and
CDS systems provides the ability to express logic that … This framework allows CQL developers to identify bugs in
the CDS logic early in the development cycle … To assist with development of the Statin Use: Clinician-Facing artifact, the CDS
Development Team engaged
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cds.ahrq.gov/sites/default/files/cds/artifact/711/Anthrax_Post_Exposure_Prophylaxis_CDS_Validation_Report.pdf
October 17, 2018 - Disease Control and Prevention
CMS Alliance to Modernize Healthcare
Federally Funded Research and Development … Sixty-one synthetic test patient
records were defined during the development of the Anthrax PEP CQL … PEP
CQL, where very short development/test cycles were repeated until the CDS was complete. … The built-in testing that should accompany the CQL development is what is referred to in
software development … [9] Wikipedia, "Test-driven development," [Online].
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cds.ahrq.gov/sites/default/files/workgroups/1266/CDS_Connect_April2021_WG_Meeting_Slides.pdf
April 01, 2021 - Iris Creative directory
• British Medical Journal’s GRADE (Grading of Recommendations,
Assessment, Development … Prioritize standard development in
languages end-users use and develop
themselves
► Offer industry-wide … Person-First Safe Living:
► Help show how CDS development expertise can
best advance findability of
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cds.ahrq.gov/sites/default/files/workgroups/226/mar-2017-cholesterol-wg-notes.docx
January 01, 2017 - technical standards
· Discuss Specification of New Artifacts
· Discuss Next Steps and Artifacts for Development … Discuss next steps and artifacts for development
This topic was not discussed at the WG meeting.
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cds.ahrq.gov/sites/default/files/cds/artifact/476/CDSConnectPilotFinalReport508gel10012018.pdf
September 01, 2018 - Development of systematic and replicable processes for CDS creation and
implementation, honed through … Development of the CDS was informed by the Centers for Disease
Control and Prevention (CDC) Guideline … The CDS Connect project approach is grounded in agile development, which, for the purposes of
outcome … Development of the initial pilot analytic plan
6. … This required OCHIN’s custom development.
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cds.ahrq.gov/sites/default/files/cds/artifact/171/NIOSH_Occupational%20Factors%20Impacting%20Diabetes_Decision%20Log_condensed.pdf
February 01, 2018 - Development of a Diabetes Mellitus Knowledge
Resource for Clinical Decision Support Assisting Primary … Artifact Development Decision Log
“Atomized” Word or
Phrase from the
Guideline
Translation … (which informed artifact development and specification)
“clinicians” Providers (e.g. physicians, nurse
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cds.ahrq.gov/sites/default/files/cds/artifact/476/2024_CDS_Connect_IG_Pain_Management_Summary.pdf
January 01, 2024 - Prepared by:
CMS Alliance to Modernize Healthcare (The Health FFRDC)
A Federally Funded Research and Development … Artifact Development Decision Log ................................................................... … The use of CQL in CDS Connect development and
CDS systems provides the ability to express logic that … This framework allows CQL developers to identify bugs in
the CDS logic early in the development cycle … Test-driven development. https://en.wikipedia.org/wiki/Test-
driven_development.
-
cds.ahrq.gov/sites/default/files/cds/artifact/1061/CDS%20Connect_Year%203%20Pilot%20Report_Final.pdf
September 01, 2019 - Prepared by:
CMS Alliance to Modernize Healthcare (The Health FFRDC)
A Federally Funded Research and Development … The preventive health
artifacts were written using a test-driven development (TDD) approach.9 TDD is … More
information on development testing is found in each artifact Implementation Guide. … Manifesto for Agile Software Development.
The Agile Alliance. http://agilemanifesto.org/. … Test-driven development. https://en.wikipedia.org/wiki/Test-
driven_development.
-
cds.ahrq.gov/sites/default/files/cds/artifact/1056/CDS%20Connect_Year%203%20Pilot%20Report_Final.pdf
September 01, 2019 - Prepared by:
CMS Alliance to Modernize Healthcare (The Health FFRDC)
A Federally Funded Research and Development … The preventive health
artifacts were written using a test-driven development (TDD) approach.9 TDD is … More
information on development testing is found in each artifact Implementation Guide. … Manifesto for Agile Software Development.
The Agile Alliance. http://agilemanifesto.org/. … Test-driven development. https://en.wikipedia.org/wiki/Test-
driven_development.
-
cds.ahrq.gov/sites/default/files/cds/artifact/1066/CDS%20Connect_Year%203%20Pilot%20Report_Final.pdf
September 01, 2019 - Prepared by:
CMS Alliance to Modernize Healthcare (The Health FFRDC)
A Federally Funded Research and Development … The preventive health
artifacts were written using a test-driven development (TDD) approach.9 TDD is … More
information on development testing is found in each artifact Implementation Guide. … Manifesto for Agile Software Development.
The Agile Alliance. http://agilemanifesto.org/. … Test-driven development. https://en.wikipedia.org/wiki/Test-
driven_development.
-
cds.ahrq.gov/sites/default/files/cds/artifact/1071/CDS%20Connect_Year%203%20Pilot%20Report_Final.pdf
September 01, 2019 - Prepared by:
CMS Alliance to Modernize Healthcare (The Health FFRDC)
A Federally Funded Research and Development … The preventive health
artifacts were written using a test-driven development (TDD) approach.9 TDD is … More
information on development testing is found in each artifact Implementation Guide. … Manifesto for Agile Software Development.
The Agile Alliance. http://agilemanifesto.org/. … Test-driven development. https://en.wikipedia.org/wiki/Test-
driven_development.
-
cds.ahrq.gov/sites/default/files/cds/artifact/71/CDS%20Connect_Year%203%20Pilot%20Report_Final.pdf
September 01, 2019 - Prepared by:
CMS Alliance to Modernize Healthcare (The Health FFRDC)
A Federally Funded Research and Development … The preventive health
artifacts were written using a test-driven development (TDD) approach.9 TDD is … More
information on development testing is found in each artifact Implementation Guide. … Manifesto for Agile Software Development.
The Agile Alliance. http://agilemanifesto.org/. … Test-driven development. https://en.wikipedia.org/wiki/Test-
driven_development.
-
cds.ahrq.gov/sites/default/files/cds/artifact/1061/2019%20CDS%20Connect_Year%203%20Pilot%20Report_Final.pdf
January 01, 2019 - Prepared by:
CMS Alliance to Modernize Healthcare (The Health FFRDC)
A Federally Funded Research and Development … The preventive health
artifacts were written using a test-driven development (TDD) approach.9 TDD is … More
information on development testing is found in each artifact Implementation Guide. … Manifesto for Agile Software Development.
The Agile Alliance. http://agilemanifesto.org/. … Test-driven development. https://en.wikipedia.org/wiki/Test-
driven_development.
-
cds.ahrq.gov/sites/default/files/workgroups/13461/CDS_Connect_WG_June_2021_Slides_0.pdf
January 01, 2021 - announcements
• Concluding comments, review next steps and adjourn
2
Objectives
• Share lessons learned on development … (2/2)
43
Summary
• First authoring-to-service environment for PDDI CDS artifact
development
•
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cds.ahrq.gov/sites/default/files/cds/artifact/26/Implementation%20Guide_USPSTF%20Aspirin%20Therapy%20for%20the%20Prevention%20of%20CVD%20and%20CRC_Final.docx
October 01, 2017 - Recommendations and Suggested Actions 4
Guideline Interpretation and Clinical Decisions 4
Artifact Development … With further development, additional features are projected for the Repository, including—
· making several … Artifact Development Plan
Boxwala et al.3 developed a multi-layered knowledge representation framework … Each of these skillsets will be necessary at various points in the CQL development process, with some … Implementers may face challenges due to the current lack of tooling available for development and testing
-
cds.ahrq.gov/sites/default/files/cds/artifact/106/Poster_AMIA_mid_atlantic_HWI_jm.pptx
February 09, 2018 - that encouraging provider involvement at this early stage will improve clinician acceptance of the in development … management recommendations using self-reported data and EHR data
Obtain wide-based user input into the development
-
cds.ahrq.gov/sites/default/files/cds/artifact/106/Guide%20to%20the%20Healthy%20Weight%20Care%20Assistant.docx
February 15, 2018 - A clinician’s needs assessment was completed prior to the development of the HWCA and the results of … We would like to give thanks to other contributors integral in the development of the HWCA including
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cds.ahrq.gov/sites/default/files/cds/artifact/71/Implementation_Guide_CMS_Million_Hearts_ASCVD_Risk_Assessment.pdf
September 01, 2021 - Prepared by:
CMS Alliance to Modernize Healthcare (The Health FFRDC)
A Federally Funded Research and Development … Other artifacts, like this one, are published one step earlier in the CDS development process (i.e., … This framework allows CQL developers to identify bugs
in the CDS logic early in the development cycle … • After incorporation into a development environment, the artifact should be exhaustively tested … Additional references used during the development of this artifact:
1.
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cds.ahrq.gov/sites/default/files/cds/artifact/76/Implementation%20Guide_Longitudinal%20ASCVD%20Risk%20Assessment%20Tool%20for%20Shared%20Decision%20Making_Final_0.docx
October 01, 2017 - Recommendations and Suggested Actions 5
Guideline Interpretation and Clinical Decisions 6
Artifact Development … With further development, additional features are projected for the Repository, including—
· making several … Artifact Development Plan
Boxwala et al.3 developed a multi-layered knowledge representation framework … Each of these skillsets will be necessary at various points in the CQL development process, with some … Implementers may face challenges due to the current lack of tooling available for development and testing
-
cds.ahrq.gov/sites/default/files/cds/artifact/81/Implementation%20Guide_Longitudinal%20ASCVD%20Risk%20Assessment%20Tool%20for%20Updated%20Risk_Final_0.docx
October 01, 2017 - Recommendations and Suggested Actions 4
Guideline Interpretation and Clinical Decisions 5
Artifact Development … With further development, additional features are projected for the Repository, including—
· making several … Artifact Development Plan
Boxwala et al.3 developed a multi-layered knowledge representation framework … Each of these skillsets will be necessary at various points in the CQL development process, with some … Implementers may face challenges due to the current lack of tooling available for development and testing