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effectivehealthcare.ahrq.gov/sites/default/files/related_files/polyunsaturated-fatty-protocol.pdf
January 01, 2024 - Citation Screening
Per our EPC’s standard processes, we will take advantage of the machine learning … We will train the
machine learning algorithm as follows:
(1) We will review the reference lists from … (7) As screening progresses, the pretrained SRDR+ machine learning algorithm will continue
to adapt
-
effectivehealthcare.ahrq.gov/sites/default/files/related_files/saturated-fat-replacement-protocol.pdf
January 01, 2024 - Citation Screening
Per our EPC’s standard processes, we will take advantage of the machine learning … We will train the
machine learning algorithm as follows:
(1) We will review the reference lists from … (7) As screening progresses, the pretrained SRDR+ machine learning algorithm will continue
to adapt
-
effectivehealthcare.ahrq.gov/sites/default/files/facilitation-webcast-slides.pptx
June 13, 2013 - Participants feel they have a stake in the issues, they provide multiple perspectives, they are in learning
-
effectivehealthcare.ahrq.gov/sites/default/files/delilberative-methods-design-abelson.pdf
May 29, 2025 - Designing a Deliberative Forum
Designing a Deliberative Forum
Julia Abelson, PhD
Department of Clinical Epidemiology & Biostatistics
McMaster University
Hamilton, Ontario CANADA
Slide 15
Deliberation comes in many shapes and sizes
Length, size, frequency and content of deliberation are dictated by…
-
effectivehealthcare.ahrq.gov/sites/default/files/wysiwyg/pdf/epc-ki-tep-confidentiality-form.pdf
August 01, 2020 - Disclosure Policy and Form
EPC Key Informant and Technical Expert Agreement
The primary role of the Key Informant is to provide input on proposed review questions to help
the EPC ensure that a resulting evidence review will be useful for people making real-world
decisions.
The primary role of the Technical…
-
effectivehealthcare.ahrq.gov/sites/default/files/wysiwyg/pdf/epc-year-in-review-2021.pdf
January 01, 2021 - well as
pain management, women’s health, digital health, healthcare disparities, and the needs of learning … Learning Health Systems Panel
12. Lehigh Valley Health Network
13. … Efficiencies in the Extraction of Data From Randomized Trials: A Prospective Evaluation of
a Machine Learning … Topics discussed at the meeting included the new FDA framework for artificial intelligence and
machine learning
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effectivehealthcare.ahrq.gov/sites/default/files/related_files/fiber-intake-protocol.pdf
August 15, 2023 - Citation Screening
Per our EPC’s standard processes, we will take advantage of the machine learning … We will train the
machine learning algorithm as follows:
(1) We will review the reference lists from … (7) As screening progresses, the pretrained SRDR+ machine learning algorithm will continue
to adapt
-
effectivehealthcare.ahrq.gov/sites/default/files/clifford.pdf
May 29, 2025 - So a person who's interested in learning more about the drug can just
click a button and see a tremendous … We do -- we're still learning
how to do research better.
-
effectivehealthcare.ahrq.gov/sites/default/files/related_files/misuse-prescription-protocol-amendment.pdf
November 26, 2024 - Use of Artificial Intelligence and/or Machine Learning
All citation and full text decisions will be … checked for reviewer errors by a machine
learning algorithm in the software DistillerSR.
-
effectivehealthcare.ahrq.gov/sites/default/files/pdf/methods-report-improving-health-systems-access.pdf
August 01, 2019 - Learning new software required
more time investment than learning the content of a report. … Some examples of new efforts include—
• Convening a Learning Health Systems Panel to help identify how … Mind the
Gap: Putting Evidence into Practice in the Era of
Learning Health Systems. … Project Proposal Instructions
Proposed TO1 FY 2018 Methods Focus on Making EPC reports useful for
Learning
-
effectivehealthcare.ahrq.gov/sites/default/files/cf_deliberativemethodswebinar_desigingdeliberativeforum.pdf
May 29, 2025 - Slide 1
Designing a Deliberative Forum
Julia Abelson, PhD
Department of Clinical Epidemiology & Biostatistics
McMaster University
Hamilton, Ontario CANADA
1
Deliberation comes in many
shapes and sizes
• Length, size, frequency and content of
deliberation are dictated by:
– purpose, sc…
-
effectivehealthcare.ahrq.gov/sites/default/files/related_files/trauma-informed-care-disposition-comments.pdf
January 14, 2025 - There is a paucity of measures
available to evaluate learning and competency in TIC (eg, core knowledge … behavioral health, attention,
cognition, emotional and behavioral regulation, school adaptation and learning … Small pilots can be used to identify measures of
learning, skill adoption, caregiver perception of care
-
effectivehealthcare.ahrq.gov/sites/default/files/product/pdf/deficit-hyperactivity-protocol.pdf
November 01, 2021 - Personalized Medication Response
Prediction for Attention-Deficit Hyperactivity Disorder: Learning in … skills"[tiab] OR "time
management"[tiab] OR "homework intervention"[tiab] OR braintrain[tiab] OR
"memory … training"[tiab] OR "Captain's log mindpower builder"[tiab] OR
"memory gyms"[tiab] OR "attention gym … tiab] AND c8[tiab]) OR "attention training"[tiab] OR
"CogniPlus"[tiab] OR cogmed[tiab] OR "working memory … training"[tiab] OR
biofeedback[tiab] OR neurofeedback[tiab] OR neuroagility[tiab] OR
neuroptimal[tiab
-
effectivehealthcare.ahrq.gov/sites/default/files/lessons-transcript.pdf
May 29, 2025 - the differences, and I thought that Nina’s presentation was terrific at talking about
bidirectional learning … specific research protocol it all needs to be tailored
but things that we’ve tried in the past and we’re learning
-
effectivehealthcare.ahrq.gov/sites/default/files/wysiwyg/pdf/mhs-IV-epc-grand-rounds-slides.pptx
January 01, 2023 - Disclosure Information
Planning Committee
Presenters
CME Learning Objectives
Identify key elements … Primary EWSs, score automation, huddles, learning collaboratives, policy changes Hospital mortality 4 … Primary EWSs, score automation, huddles, learning collaboratives, policy changes Incidence of cardiorespiratory
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effectivehealthcare.ahrq.gov/sites/default/files/wysiwyg/pdf/epc-rev-team-confidentiality-form.pdf
September 01, 2018 - Disclosure Policy and Form
EPC Review Team Agreement
The EPC Program follows three principles - to be relevant and timely, to be objective and
scientifically rigorous, and to be transparent and engage the public1.
Consistent with the principle of transparency and dedication to public engagement, the EPC prog…
-
effectivehealthcare.ahrq.gov/sites/default/files/pdf/methods-report-translation-c-diff-treatment-clinical-pathway.pdf
November 01, 2019 - report may promote
dissemination of work from AHRQ reports to a wide audience and support AHRQ’s
Learning … Pathways Can Promote Widespread
Dissemination of Evidence Into Clinical Practice and Support AHRQ’s Learning … Learning Health System: U.S.
Department of Health & Human Services; 2017. … Available from: https://www.ahrq.gov/learning-
health-systems/about.html
40. … /learning-health-systems/about.html
A-1
Appendix A. eGLIA Report (Limited to Fields With
Comments
-
effectivehealthcare.ahrq.gov/sites/default/files/wysiwyg/standardized-library-depression-white-paper.pdf
May 01, 2020 - Research White Paper: Standardized Library of Depression Outcome Measures
Research White Paper
Standardized Library of Depression Outcome
Measures
Research White Paper
Standardized Library of Depression Outcome
Measures
Prepared for:
Agency for Healthcare Research and Qual…
-
effectivehealthcare.ahrq.gov/sites/default/files/pdf/standardized-library-depression-white-paper.pdf
May 01, 2020 - Research White Paper: Standardized Library of Depression Outcome Measures
Research White Paper
Standardized Library of Depression Outcome
Measures
Research White Paper
Standardized Library of Depression Outcome
Measures
Prepared for:
Agency for Healthcare Research and Qual…
-
effectivehealthcare.ahrq.gov/sites/default/files/pdf/methods-research-report-unhealthy-alcohol-use-final.pdf
September 01, 2018 - The AHRQ EPC program aims to
optimize the utility and uptake of existing EPC reports by learning health