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Total Results: 37 records

Showing results for "transparency".

1. Exploring How Artificial Intelligence (AI) Can Enhance Patient-Centered Clinical Decision Support | CDSiC
   cdsic.ahrq.gov/cdsic/AI-viewpoint
   February 25, 2025 - four themes with important implications for the use of AI-enabled PC CDS: Promoting patient trust, transparency … Promoting Patient Trust, Transparency, and Explainability in AI-supported PC CDS The “black box” nature … of AI—a lack of transparency of the inputs and algorithms used by AI to generate output—is a key challenge … AI-supported PC CDS, particularly among different patient populations, and the effects of improved transparency … Transparency for Machine Learning-Enabled Medical Devices: Guiding Principles. June 13 2024.

2. Trust and Patient-Centeredness Workgroup | CDSiC
   cdsic.ahrq.gov/cdsic/cdsic-stakeholder-community-outreach-center/trust-patient-centeredness
   January 02, 2025 - Trust and Patient-Centeredness Workgroup How do we foster trust in and transparency … Patient-Centeredness Workgroup is expanding on prior work related to trust in CDS by working to increase transparency

3. Trust and Patient-Centeredness Workgroup: Patient and Caregiver Perspectives on Generative Artificial Intelligence in Patient-Centered Clinical Decision Support (pdf file)
   cdsic.ahrq.gov/sites/default/files/2024-07/OY1_FINAL%20TPC%20Patient%20Perspectives%20Generative%20AI.pdf
   January 01, 2024 - Participants also described several factors related to transparency that would influence their trust … They identified several factors related to transparency that would influence their level of trust in … This includes transparency about the underlying data used to inform and train AI-enabled tools. … Health data, technology, and interoperability: certification program updates, algorithm transparency … HHS finalizes rule to advance health IT interoperability and algorithm transparency.

4. Trust & Patient-Centeredness Workgroup: Improving the Source Credibility of Patient-Centered Clinical Decision Support Tools (pdf file)
   cdsic.ahrq.gov/sites/default/files/2023-08/Final%20TPC%20P3_Source%20Credibility%20to%20AHRQ%208.2.23_508c%20Version.pdf
   January 01, 2023 - Thus, modifying attributes (e.g., increasing transparency, engaging end users in codesign) can enhance … Transparency In the context of PC CDS, transparency requires clearly and proactively disclosing information … Findings from the literature and validated through KIIs highlight the need for transparency around … PC CDS creation—including transparency regarding developers’ processes and conflicts of interest.77,96 … Transparency In the context of PC CDS, transparency requires clearly and proactively disclosing information

5. Trust and Patient-centeredness: Workgroup Charter (pdf file)
   cdsic.ahrq.gov/sites/default/files/2024-02/Final%20TPC%20Workgroup%20Charter%20to%20AHRQ%2012.5.23.pdf
   January 01, 2024 - Critical to achieving this is cultivating patient and clinician trust in CDS recommendations; fostering transparency … • Advances PC CDS-based methods to assess and assure trust and transparency during clinical and

6. Artificial Intelligence-Supported Patient-Centered Clinical Decision Support: A Summary of Considerations | CDSiC
   cdsic.ahrq.gov/cdsic/AI-topic-highlight
   June 18, 2025 - However, concerns about data accuracy, transparency, and automation bias pose risks to patient safety

7. Trust and Patient-Centeredness Workgroup: Charter – Option Year 2 (pdf file)
   cdsic.ahrq.gov/sites/default/files/2024-12/OY2_Final%20TPC%20Workgroup%20Charter.pdf
   January 01, 2024 - Critical to achieving this is cultivating patient and clinician trust in CDS recommendations; fostering transparency … • Advances PC CDS-based methods to assess and assure trust and transparency during clinical and

8. CDSiC Trust and Patient-Centeredness Workgroup Charter - Base Period | CDSiC
   cdsic.ahrq.gov/cdsic/trust-patient-centeredness-workgroup-charter
   October 31, 2022 - the cultivation of patient and clinician trust in CDS recommendations; this will be done by fostering transparency

9. Trust and Patient-Centeredness Workgroup: Improving the Source Credibility of Patient-Centered Clinical Decision Support Tools | CDSiC
   cdsic.ahrq.gov/cdsic/source-credibility
   July 01, 2023 - credibility, including: Accuracy Consistency Objectivity Reliability Currency Relevance Transparency

10. Moving the Needle on Advancing Patient-Centered Clinical Decision Support through the CDSiC’s Four Workgroups | CDSiC
    cdsic.ahrq.gov/cdsic/workgroup-viewpoint
    February 03, 2023 - Patient-Centeredness Workgroup The Trust and Patient-Centeredness Workgroup is exploring how to increase transparency … This Workgroup will produce three products that will promote PC CDS transparency.

11. Artificial Intelligence-Supported Patient-Centered Clinical Decision Support: A Summary of Considerations (pdf file)
    cdsic.ahrq.gov/sites/default/files/2025-06/IAS%20Topic%20Highlight%20AI%20and%20PC%20CDS_508%20Compliant.pdf
    January 01, 2025 - understand how an AI-supported tool comes to a decision without clear explanation.24 This lack of transparency … Transparency: Patients should be informed when AI-supported PC CDS is being used and given a choice

12. Home | CDSiC
    cdsic.ahrq.gov/
    July 02, 2025 - Trust and Patient Centeredness How do we foster trust in and transparency

13. Implementation, Adoption, and Scaling Workgroup: Landscape Assessment on the Use of Artificial Intelligence To Scale PC CDS (pdf file)
    cdsic.ahrq.gov/sites/default/files/2024-07/Final%20IAS_AI%20Landscape%20Assessment%206.24.24%20(003).pdf
    January 01, 2024 - Because many AI systems lack transparency regarding how recommendations are generated, clinicians may … Because many AI systems lack transparency regarding how recommendations are generated, clinicians may … or familiarity on how underlying AI models in PC CDS come to a decision combined with the lack of transparency … The “black box” nature of AI—referring to the lack of transparency of the inputs and operations used … HHS finalizes rule to advance health it interoperability and algorithm transparency.

14. AHRQ CDSiC Project Summary (pdf file)
    cdsic.ahrq.gov/sites/default/files/2024-10/FINAL%20CDSiC%20Project%20Summary%20PDF_508c.pdf
    January 01, 2024 - AHRQ CDSiC Project Summary Making clinical decision support more valuable and meaningful to patients, clinicians, and healthcare systems The Clinical Decision Support Innovation Collaborative Project Overview and Goals The Clinical Decision Support Innovation Collaborative (CDSiC) is part of AHRQ’s Patient- Cen…

15. Trust and Patient-Centeredness Workgroup: Action Plan to Collect and Use Social Determinants of Health Data in Patient-Centered Clinical Decision Support (pdf file)
    cdsic.ahrq.gov/sites/default/files/2024-09/AHRQ%20Final%20TPC%20SDOH%20Action%20Plan.pdf
    January 01, 2024 - challenge of patients’ reluctance to share social risk factor data on a routine basis is to ensure transparency … In order to ensure transparency, healthcare systems should clearly outline how such data will be used … For example, ASTP/ONC issued a Final Rule in December 2023 to advance health IT that included transparency … Health data, technology, and interoperability: certification program updates, algorithm transparency … rule: proposed requirements for decision support interventions and predictive models (algorithmic transparency

16. Measurement and Outcomes Workgroup: Patient-Centered Clinical Decision Support Planning and Reporting Tool User Guide | CDSiC
    cdsic.ahrq.gov/cdsic/planning-reporting-user-guide
    September 23, 2024 - : Skip to main content HHS.gov Menu Main navigation CDS Home CDS Innovation Collaborative An official website of the Department of Health & Human Services …

17. AHRQ CDSiC Project Summary March 2025 (pdf file)
    cdsic.ahrq.gov/sites/default/files/2025-03/CDSiC%20Project%20Summary_1.31.25_508c.pdf
    January 01, 2025 - AHRQ CDSiC Project Summary March 2025 Making clinical decision support more valuable and meaningful to patients, clinicians, and healthcare systems The Clinical Decision Support Innovation Collaborative Project Overview and Goals The Clinical Decision Support Innovation Collaborative (CDSiC) is part of AHRQ’s P…

18. CDSiC Innovation Center: Quarterly Report (pdf file)
    cdsic.ahrq.gov/sites/default/files/2025-03/Innovation%20Center%20Q1%202025%20Progress%20Report_03.25.25.pdf
    January 01, 2025 - patient- generated health data [PGHD]).8 Because of the rapid growth of GenAI and concerns with its transparency

19. Final Revised Operations Center Charter (pdf file)
    cdsic.ahrq.gov/sites/default/files/2024-02/OY1%20Operations%20Center%20Charter.pdf
    January 01, 2024 - initiative ■ Publicly disseminate activities and outputs of the CDSiC to raise awareness and promote transparency

20. Scaling, Measurement, and Dissemination of CDS Workgroup: PC CDS Planning, Implementation, and Reporting Checklist (pdf file)
    cdsic.ahrq.gov/sites/default/files/2023-08/Checklist_SMD%20Planning%20Implementation%20Reporting_508fillable.pdf
    January 01, 2023 - How ethical concerns related to patient privacy and transparency were addressed. 12 Implementation … the Patient-Centered Implementation Activities "How ethical concerns related to patient privacy and transparency