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cdsic.ahrq.gov/cdsic/pghd-visualization-software-toolkit
May 01, 2024 - Leadership Viewpoints
Get Involved
Patient-Generated … Overview
This software toolkit allows users to adapt or create new visualizations involving patient-generated … patient and clinician demonstration apps Modules and utility scripts for creating synthetic patient-generated … More About the Topic
Health Information Interoperability
Patient Generated
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cdsic.ahrq.gov/cdsic/pghd_dashboard_manuscript
September 13, 2023 - Viewpoints
Get Involved
Visualization of Patient-Generated … published in Applied Clinical Informatics (ACI) shares findings from a scoping review of studies of patient-generated … Visualization of Patient-Generated Health Data: A Scoping Review of Dashboard Designs [published online
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cdsic.ahrq.gov/sites/default/files/2024-09/PAIGE%20Assessment%20Report_Public%20Version.pdf
January 01, 2024 - o AI-generated interactions could incorporate email functionality to enable users to email the
AI-generated … The AI-generated response is then presented to the patient user who
responds to the AI-generated questions … • Goal 2: Assess the quality and utility of PAIGE-generated summaries for clinicians. … find the summaries generated by PAIGE to
be useful? … • What are clinicians’ perceptions of the quality of the summaries generated
by PAIGE?
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cdsic.ahrq.gov/sites/default/files/2024-07/Final%20IAS_AI%20Landscape%20Assessment%206.24.24%20(003).pdf
January 01, 2024 - to best convey AI-generated suggestions to patients during decision making … to best convey AI-generated suggestions to patients during decision making … Views about the level of
empathy supplied by AI-generated output are mixed. … Address biases in AI-generated output. … AI-generated clinical summaries require more than accuracy. JAMA.
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cdsic.ahrq.gov/cdsic/innovation-center/conducting-coordinating-cds
May 22, 2025 - prototype that implements best practices for presentation and analysis of selected types of patient generated … Patient-Generated Health Data (PGHD) Visualization Software Toolkit Overview
This software toolkit … allows users to adapt or create new visualizations involving patient-generated health data (PGHD) for … Visualization of Patient-Generated Health Data: A Scoping Review of Dashboard Designs
From the AHRQ … published in Applied Clinical Informatics (ACI) shares findings from a scoping review of studies of patient-generated
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cdsic.ahrq.gov/cdsic/developers
May 22, 2025 - Patient-Generated Health Data (PGHD) Visualization Software Toolkit Overview
This software toolkit … allows users to adapt or create new visualizations involving patient-generated health data (PGHD) for … Visualization of Patient-Generated Health Data: A Scoping Review of Dashboard Designs
From the AHRQ … published in Applied Clinical Informatics (ACI) shares findings from a scoping review of studies of patient-generated
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cdsic.ahrq.gov/cdsic/AI-viewpoint
February 25, 2025 - challenge to using AI-supported tools in healthcare. [6] Such opaqueness can lead to mistrust of AI-generated … generative AI, given its relative nascency in the healthcare field and the “black box” nature of AI-generated … generative AI in healthcare is relatively nascent, there is a critical role for humans to review AI-generated … Landscape Assessment on the Use of AI to Scale PC CDS identified human involvement in reviewing AI-generated … This practice is important to confirm that AI-generated output is clinically relevant to patients, since
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cdsic.ahrq.gov/sites/default/files/2025-06/IAS%20Topic%20Highlight%20AI%20and%20PC%20CDS_508%20Compliant.pdf
January 01, 2025 - The clinician can then review the AI-generated content and send a customized
response to a patient through … output difficult to understand and can affect trust in AI-generated output.25,26
● AI-supported PC … Comparison of history of
present illness summaries generated by a chatbot and senior internal medicine … Using AI-generated suggestions from ChatGPT to optimize clinical decision support. … AI-generated clinical summaries require more than accuracy.
JAMA.
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cdsic.ahrq.gov/cdsic/clinicians
May 22, 2025 - integrate the voice, perspective, and preferences of the patient by using patient-reported or patient-generated … Improving the Usability of PC CDS for Clinicians
Visualization of Patient-Generated … published in Applied Clinical Informatics (ACI) shares findings from a scoping review of studies of patient-generated
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cdsic.ahrq.gov/cdsic/innovation-center
January 02, 2025 - Visualization of Patient-Generated Health Data: A Scoping Review of Dashboard Designs
From the AHRQ … published in Applied Clinical Informatics (ACI) shares findings from a scoping review of studies of patient-generated … Patient-Generated Health Data (PGHD) Visualization Software Toolkit Overview
This software toolkit … allows users to adapt or create new visualizations involving patient-generated health data (PGHD) for
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cdsic.ahrq.gov/cdsic/innovation-center-quarterly-reportdec2022
January 01, 2023 - Clinical Decision Support
July 6, 2023
Infographic: Analytic Framework for Action
Patient-Generated … Support
November 1, 2022
View More
See More About the Topic
Patient Generated
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cdsic.ahrq.gov/cdsic/planning-reporting-user-guide
September 23, 2024 - components of PC CDS, such as patient needs elicitation, patient co-design, incorporation of patient generated … View More
See More About the Topic
Data Standards
Patient Generated
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cdsic.ahrq.gov/cdsic/patient-centered-clinical-cds-infographic
May 01, 2024 - Patient Data – Incorporating patient-generated health data, patient reported outcomes and preferences … More
See More About the Topic
Mobile Applications
Patient Generated
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cdsic.ahrq.gov/sites/default/files/2024-05/Patient%20Centered%20CDS%20Infographic_508_1.pdf
January 01, 2024 - research
Patient Data
Incorporating health data
affecting individual patient
health:
• patient-generated
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cdsic.ahrq.gov/sites/default/files/2024-06/CDSiC%20Factsheet_508.pdf
January 01, 2024 - Stage 3: Patient-Generated Health
Data (PGHD) Standards. … • Information regarding coverage of patient-re-
port outcomes (PROs) and other types of
patient-generated
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cdsic.ahrq.gov/cdsic/AI-perspectives
July 08, 2024 - These discussions generated key findings on four critical AI-related topics: Participant views on the
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cdsic.ahrq.gov/sites/default/files/2023-09/FINAL%20OO%20PC%20CDS%20SDM%20Report.pdf
January 01, 2023 - While clinician barriers primarily focus on time required
for use and actionability of patient-generated … Clinicians might additionally be reticent to review patient-generated data due
to a time burden and/ … Patient-Generated Health Data at VA.
Accessed July 17, 2023. … Patient-Generated Health Data at VA. Accessed July 17, 2023. … Retrieved from:
https://connectedcare.va.gov/patient-generated-health-data
35 PCORI.
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cdsic.ahrq.gov/sites/default/files/2024-07/OY1_FINAL%20TPC%20Patient%20Perspectives%20Generative%20AI.pdf
January 01, 2024 - intelligence.2 AI tools are equipped to
help collect and analyze large amounts of patient
health data “generated … patient-
centered outcomes research (PCOR) findings
Data focuses on the incorporation of patient-
generated … influence trust in
AI, the potential impact of AI on the patient–clinician relationship, and participant-generated
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cdsic.ahrq.gov/sites/default/files/2023-05/InnovationCenterQ4ProgressReportFinalForDTPFINAL.pdf
January 01, 2023 - Collection and use of patient-generated health data (PGHD)
3. … Conceptualizing a Data
Infrastructure for the Capture, Use, and Sharing of Patient-Generated Health … files/onc_pghd_final_white_paper.pdf
13 Lavallee DC, Lee JR, Austin E, et al. mHealth and patient generated … Integrating
Patient-Generated Health Data into Electronic Health Records in Ambulatory Care Settings
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cdsic.ahrq.gov/sites/default/files/2023-06/InnovationCenterQ12023ProgressReportDraft.pdf
January 01, 2023 - Collection and use of patient-generated health data (PGHD)
3. … Conceptualizing a Data
Infrastructure for the Capture, Use, and Sharing of Patient-Generated Health … files/onc_pghd_final_white_paper.pdf
13 Lavallee DC, Lee JR, Austin E, et al. mHealth and patient generated … Integrating
Patient-Generated Health Data into Electronic Health Records in Ambulatory Care Settings