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1. CDSiC & Clinicians | CDSiC
   cdsic.ahrq.gov/cdsic/clinicians
   Patient-centered CDS (PC CDS) is being used by patients and clinicians across the country to achieve better … outcomes by considering patient-specific factors for better decisions. … Clinicians and healthcare systems can use this website to better understand what PC CDS is and how it

2. About CDSiC | CDSiC
   cdsic.ahrq.gov/cdsic/cdsic-about
   September 01, 2024 - Collaborative (CDSiC) is a community of diverse stakeholders at the forefront of using technology to better … The CDSiC aims to better understand what makes CDS patient-centered by serving as a proving ground of

3. Gerasimos Petratos, MD, MS | CDSiC
   cdsic.ahrq.gov/cdsic/Gerasimos-Petratos
   co-founded HITEKS in 2011 to focus more on the provider world because he realized that the availability of better … clinical data for insight requires better systems and tools integrated with provider workflows

4. PAIGE Chatbot for Patient-Clinician Communication: Usability and Utility Assessment | CDSiC
   cdsic.ahrq.gov/cdsic/PAIGE-assessment-report
   September 26, 2024 - patients’ and clinicians’ perspectives on the future usability and utility of the PAIGE prototype to better

5. CDS Standards and Regulatory Frameworks Workgroup: An Initial Taxonomy of Override Reasons for Patient-Centered Clinical Decision Support (PC CDS) Recommendations | CDSiC
   cdsic.ahrq.gov/cdsic/override-taxonomy
   July 15, 2024 - support CDS researchers and developers, this report offers a taxonomy of override reasons for PC CDS to better … capture information on the barriers and challenges to PC CDS use, and to better understand what can

6. Exploring How Artificial Intelligence (AI) Can Enhance Patient-Centered Clinical Decision Support | CDSiC
   cdsic.ahrq.gov/cdsic/AI-viewpoint
   February 25, 2025 - Leadership Viewpoint highlights four themes that emerged from CDSiC efforts to understand how PC CDS can better … CDSiC developed two reports and conducted two real-world pilot projects to understand how PC CDS can better … example, through example-based explanations that accompany output, which can build trust and provide a better … These findings can help PC CDS stakeholders better understand and leverage AI to scale PC CDS more widely … Additionally, further usability testing with patients with limited digital and/or health literacy is needed to better

7. Sonja Fulmer, PhD | CDSiC
   cdsic.ahrq.gov/cdsic/Sonja-Fulmer
   advance and implement new policy approaches to medical device software and digital health technologies to better

8. Standards and Regulatory Frameworks Workgroup: Advancing Standardized Representations for Patient Preferences to Support Patient-Centered Clinical Decision Support | CDSiC
   cdsic.ahrq.gov/cdsic/srf-patientprefstandards
   August 01, 2023 - To better understand the current state of the evolving landscape, this report includes: Exemplar

9. Tiffany Peterson | CDSiC
   cdsic.ahrq.gov/cdsic/Tiffany-Peterson
   Peterson published data on digital health initiatives and the role they have in leading to better healthcare

10. CDSiC Innovation Center Quarterly Report, July to September 2023 | CDSiC
    cdsic.ahrq.gov/cdsic/innovation-center-quarterly-report-July-September-2023
    October 01, 2023 - dashboards are focused on presenting aggregate data to a clinical leader or informatician to facilitate a better

11. Maria Michaels, MBA, PMP | CDSiC
    cdsic.ahrq.gov/cdsic/Maria-Michaels
    scale to apply evidence in practice more easily, quickly, accurately, and consistently as well as build better

12. Trust and Patient-Centeredness Workgroup: Action Plan to Collect and Use Social Determinants of Health Data in Patient-Centered Clinical Decision Support | CDSiC
    cdsic.ahrq.gov/cdsic/action-plan-SDOH
    September 20, 2024 - developers, public health experts, federal agencies, and community organizations can use this action plan to better

13. Outcomes and Objectives Workgroup: Integration of Patient-Centered Clinical Decision Support Into Shared Decision Making | CDSiC
    cdsic.ahrq.gov/cdsic/pccds-shared-decisionmaking
    September 01, 2023 - Medical professionals can better support patient decision making both within and beyond clinical encounters

14. Trust and Patient-Centeredness Workgroup: An Introductory Handbook for Patient Engagement Throughout the Patient-Centered Clinical Decision Support Lifecycle | CDSiC
    cdsic.ahrq.gov/cdsic/patient-engagement-handbook
    September 01, 2023 - Patient partners, researchers, and developers involved in the creation of PC CDS can use this handbook to better

15. Patient Preferences Are Essential to Bringing the Patient Into Focus (pdf file)
    cdsic.ahrq.gov/sites/default/files/2024-09/CDSiC%20Infographic%202024_508.pdf
    January 01, 2024 - Collaborative (CDSiC) is a community of diverse stakeholders at the forefront of using technology to better

16. Innovation Center Progress Report May 2022 (pdf file)
    cdsic.ahrq.gov/sites/default/files/2022-05/Innovation%20Center%20Progress%20Report%20May%202022_DTP%20Formatted_508_0.pdf
    January 01, 2022 - It also requires a research agenda focused on better understanding the types of CDS needed, when and … development methods, the Core 2 team will create several iterations of the dashboard to help refine and better … inform clinical decisions can improve engagement and connectedness with patients,xv which can lead to better … The team will also conduct discussions with CDS developers and PGHD experts to gain a better understanding

17. Scaling, Measurement, and Dissemination of CDS Workgroup: Approaches to Measuring Patient-Centered CDS Workflow and Lifeflow Impact Executive Summary (pdf file)
    cdsic.ahrq.gov/sites/default/files/2023-08/Exec%20Sum_SMD%20Workflow%20Measurement%20Approaches%20Report%20to%20AHRQ%208.9.23_508.pdf
    January 01, 2023 - where and when interactions occur, we can develop and field measures and measurement approaches that better … clinical workflows that can be used by researchers designing and reporting on workflow studies to better … Reporting should also include descriptions of variation in workflows from the standardized workflow to better … the STAMP (Suggested Time and Motion Procedures) Checklist is a potential resource that can support better … Conduct research to better understand how these types of measures alleviate gaps in the patient/caregiver

18. CDSiC viewpoint | CDSiC
    cdsic.ahrq.gov/cdsic/cdsic-leadership-viewpoints
    February 25, 2025 - Leadership Viewpoint highlights four themes that emerged from CDSiC efforts to understand how PC CDS can better

19. PAIGE Chatbot For Patient-Clinician Communication: (pdf file)
    cdsic.ahrq.gov/sites/default/files/2024-09/PAIGE%20Assessment%20Report_Public%20Version.pdf
    January 01, 2024 - The overarching aim was to better understand the capability of LLMs to facilitate accurate and timely … for Refinements and Future Work on Similar Patient-Facing Chatbots o AI-generated summaries could better … This would better facilitate decision-making about next steps in the patient’s care. … The assessment’s overarching aim was to generate a better understanding of the capability of LLMs to … However, they also suggested improvements and future work to enhance PAIGE’s information quality, better

20. Infographic: Analytic Framework for Action | CDSiC
    cdsic.ahrq.gov/cdsic/analytic-framework-action
    the process of turning knowledge from patient-centered findings into CDS-enabled actions to produce better