-
cdsic.ahrq.gov/sites/default/files/2024-07/Final%20IAS_AI%20Landscape%20Assessment%206.24.24%20(003).pdf
January 01, 2024 - Consistent approaches are needed to address bias in AI-
generated output, such as training AI models … Future Directions
This report 1) provides an overview of the range of approaches for using AI to scale … Consistent approaches are needed to address bias in
AI-generated output, such as training AI models … Consistent approaches are needed to address bias in AI-generated output to
ensure that these tools are … Deep learning in dermatology: a systematic review of current
approaches, outcomes, and limitations.
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cdsic.ahrq.gov/sites/default/files/2025-09/CDSiC%20Project%20Summary_09.09.25.pdf
January 01, 2025 - Standardization to Support PC CDS
• Improving Interoperability of Patient Apps with the Health IT Ecosystem
• Approaches … Throughout the PC CDS Lifecycle
REPORTS & MANUSCRIPTS
• Patient-Focused Outcome Measures for PC CDS
• Approaches
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cdsic.ahrq.gov/
September 10, 2025 - Shared Decision Making
Scaling, Measurement, and Dissemination of CDS Workgroup: Approaches … September 9, 2025
CDS Standards and Regulatory Frameworks Workgroup: Approaches
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cdsic.ahrq.gov/cdsic/measurement-outcomes-workgroup-charter-oy2
December 06, 2024 - Workgroup, which are to leverage the knowledge of clinical decision support experts to advance current approaches
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cdsic.ahrq.gov/sites/default/files/2024-09/Final%20IAS%20PC%20CDS%20Case%20Studies%20Report_2.pdf
January 01, 2024 - ........................................................................................ 20
3.4.2 Approaches … To address these issues, the PC CDS community should develop approaches for
recruiting and engaging … These
approaches should consider patient agency in terms of the abilities and capabilities of patients … Study Alternate Approaches to Using Clinical Champions to Promote Adoption. … Scaling, Measurement, and Dissemination of CDS
Workgroup: Approaches to Measuring Patient-Centered CDS
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cdsic.ahrq.gov/cdsic/measurement-outcomes-workgroup-charter-oy1
November 30, 2023 - Workgroup, which are to leverage the knowledge of clinical decision support experts to advance current approaches
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cdsic.ahrq.gov/cdsic/patient-app-topic-highlight
June 25, 2025 - Without alignment on standards and integration approaches, apps may not support clinical workflows, limiting
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cdsic.ahrq.gov/sites/default/files/2023-09/Stakeholder%20Center%202023%20Q3%20Report%20to%20AHRQ%209.27.23.pdf
January 01, 2023 - Patient-Focused Outcome Measures for Patient-Centered CDS (Outcomes
and Objectives Workgroup)
• Approaches … This product describes the needs and potential approaches
to addressing the lack of interoperability … Scaling, Measurement, and Dissemination Workgroup: Approaches to Measuring Patient-
Centered CDS Workflow … The product’s recommended
approaches for increasing the source credibility of PC CDS tools can help … Finally, the Scaling, Measurement, and Dissemination Workgroup Approaches to Measuring Patient-
Centered
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cdsic.ahrq.gov/cdsic/stakeholder-center-quarterly-report-April-June-2024
July 01, 2024 - Interoperability Standards
December 14, 2022
Scaling, Measurement, and Dissemination of CDS Workgroup: Approaches
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cdsic.ahrq.gov/sites/default/files/2025-06/CDSiC%20Stakeholder%20Center%20Quarterly%20Report%20Q2%202025.pdf
January 01, 2025 - Report: Approaches to Standardizing Override Reasons for Patient-Centered Clinical Decision
Support … This report describes an adapted Override Taxonomy for front-end CDS recipients and recommended
approaches … Patient Preferences for PC CDS within Clinician
Workflows and Patient Lifeflows
This report describes approaches … impact of PC CDS on process and outcomes
Scaling, Measurement, and Dissemination of CDS Workgroup: Approaches … Decision Support
Topic Highlight: Making Patient Apps Interoperable with the Health IT Ecosystem
Report: Approaches
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cdsic.ahrq.gov/sites/default/files/2024-07/CDSiC%20Stakeholder%20Center%20Quarterly%20Report%20Q2%202024_7.18.24.pdf
January 01, 2024 - This product catalogs opportunities and
approaches for PC CDS to provide a favorable ROI based on a … The
ROI examination used in this product focuses primarily on documenting approaches to measuring profit … The final report summarizes approaches for collecting and
integrating patient preferences in PC CDS … Measurement, and Dissemination of CDS Workgroup
Scaling, Measurement, and Dissemination of CDS Workgroup: Approaches
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cdsic.ahrq.gov/sites/default/files/2023-09/TPC_Codesign%20Report%20to%20AHRQ%20FINAL.pdf
January 01, 2023 - Examples of Usability Testing Approaches in the Evaluative Design Phase ............. 19
Exhibit 9. … However, using co-design approaches in and of itself will not result in PC CDS. … Some of these approaches are more time- and resource-intensive than others for PC CDS
developers. … Relative to other engagement approaches, focus groups can limit the time developers must
invest in: … Probes, toolkits and prototypes: three approaches to making in codesigning.
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cdsic.ahrq.gov/cdsic/stakeholder-center-quarterly-report-January-March-2025
March 26, 2025 - Interoperability Standards
December 14, 2022
Scaling, Measurement, and Dissemination of CDS Workgroup: Approaches
-
cdsic.ahrq.gov/cdsic/stakeholder-center-quarterly-report-October-December-2024
January 16, 2025 - Interoperability Standards
December 14, 2022
Scaling, Measurement, and Dissemination of CDS Workgroup: Approaches
-
cdsic.ahrq.gov/cdsic/stakeholder-center-quarterly-report-April-June-2025
June 27, 2025 - Interoperability Standards
December 14, 2022
Scaling, Measurement, and Dissemination of CDS Workgroup: Approaches
-
cdsic.ahrq.gov/cdsic/stakeholder-center-quarterly-report-July-September-2024
October 02, 2024 - Interoperability Standards
December 14, 2022
Scaling, Measurement, and Dissemination of CDS Workgroup: Approaches
-
cdsic.ahrq.gov/cdsic/innovation-center/measurement-value
May 22, 2025 - Ensuring that PC CDS interventions work for patients and clinicians requires approaches, methods, and
-
cdsic.ahrq.gov/cdsic/innovation-center-quarterly-report-january-march-2025
March 27, 2025 - Interoperability Standards
December 14, 2022
Scaling, Measurement, and Dissemination of CDS Workgroup: Approaches
-
cdsic.ahrq.gov/cdsic/2023-annual-meeting-key-themes
October 23, 2024 - The authors analyzed compiled meeting notes to synthesize key themes and concluded that innovative approaches
-
cdsic.ahrq.gov/sites/default/files/2024-10/FINAL%20CDSiC%20Project%20Summary%20PDF_508c.pdf
January 01, 2024 - Engagement Throughout the PC CDS Lifecycle
REPORTS
• Patient-Focused Outcome Measures for PC CDS
• Approaches