-
digital.ahrq.gov/organization/university-colorado-denver
January 01, 2023 - University of Colorado, Denver
Using Large Language Models to Identify
-
digital.ahrq.gov/funding-mechanism/utilizing-health-information-technology-scale-and-spread-successful-practice
January 01, 2023 - National Surgical Quality Improvement Program
Description
This project demonstrated that the large-scale
-
digital.ahrq.gov/health-it-tools-and-resources/workflow-assessment-health-it-toolkit/research/du-moulin-mfmt-et-al
January 01, 2023 - Findings
"In 82% of cases GPs stated that the teleconsultation had met their expectations to a large
-
digital.ahrq.gov/health-it-tools-and-resources/workflow-assessment-health-it-toolkit/research/mcdonald-cj-et-al-1980
January 01, 2023 - Tools Used
Observation
Type Clinic
Primary care
Size
Large
Geography
Urban
-
digital.ahrq.gov/health-it-tools-and-resources/evaluation-resources/workflow-assessment-health-it-toolkit/all-workflow-tools/decision-action-diagram
January 01, 2023 - Disadvantages
Can be time consuming and challenging to construct, particularly for large, complex
-
digital.ahrq.gov/health-it-tools-and-resources/evaluation-resources/workflow-assessment-health-it-toolkit/all-workflow-tools/fault-tree-analysis
January 01, 2023 - Disadvantages
Diagrams can become large and complex.
-
digital.ahrq.gov/sites/default/files/docs/nlp-slides-041112.pdf
April 11, 2012 - These
problems…occur in small and large communities
alike, in all parts of the country, and with
approximately … Very large
numbers of Americans are harmed as a
result….” … counseling
Project
Source: EMR
– Comprehensive
– Generalizable
– Efficient
Challenges:
– Large
-
digital.ahrq.gov/sites/default/files/IAS%20Topic%20Highlight%20AI%20and%20PC%20CDS_508%20Compliant.pdf
June 01, 2025 - set of rules to solve problems,7
or machine learning, which “learns” by identifying patterns from large … An example of generative AI is a large language model (LLM), which can create human-like text
based … on patterns it has analyzed from very large amounts of data.8,9 OpenAI’s Chat Generative
Pre-trained … AI-supported tools can analyze large amounts of patient data
patterns to make recommendations about
-
digital.ahrq.gov/sites/default/files/Innovation%20Center%20Q3%202024%20Progress%20Report.pdf
October 09, 2024 - In recent years, large language models (LLMs) like OpenAI’s ChatGPT3 have been
increasingly utilized … The panel, “Leveraging Large Language Models and Other Artificial Intelligence Methods to Advance
Patient-Centered … 2024.8
• Core 2 began preparing for the AMIA 2024 Annual Symposium panel presentation, “Leveraging
Large … Leveraging large language models for generating responses to
patient messages.
-
digital.ahrq.gov/ahrq-funded-projects/community-shared-clinical-abstract-improve-care
January 01, 2023 - Record/Electronic Medical Record , Health Information Exchange Population: Patient
Creating a large … Creating a large database test bed with typographical errors for record linkage evaluation.
-
digital.ahrq.gov/ahrq-funded-projects/improving-safety-and-quality-emergency-care-using-machine-learning-based
September 30, 2023 - work, the researchers previously completed significant preliminary analyses, including preparing a large … The current triage prediction model will be refined using machine learning algorithms trained on the large
-
digital.ahrq.gov/sites/default/files/docs/publication/r36hs018272-barrette-final-report-2011.pdf
January 01, 2011 - There was also large variation in adoption rates related
to size, not-for-profit status, and patient … There is a large literature spanning health services, marketing, economics, and medical journals
related … This
market definition results in a large number of markets with numerous observations within each … The dataset is extremely large and
choice sets vary by zip code resulting in a large number of parameter … A large body of hospital choice literature and general discrete choice methods
literature was used to
-
digital.ahrq.gov/ahrq-funded-projects/decision-support-tool-discontinuation-disease-modifying-therapies-multiple
July 31, 2025 - The validated tool will then be implemented in a large electronic health record system and evaluated
-
digital.ahrq.gov/health-it-tools-and-resources/workflow-assessment-health-it-toolkit/research/dackiewicz-d-et-al-2000
January 01, 2000 - Tools Used
Observation
Size
Large
Geography
Urban
Other Information
The
-
digital.ahrq.gov/health-it-tools-and-resources/workflow-assessment-health-it-toolkit/research/haukipuro-k-et-al-2000
January 01, 2000 - Type Clinic
Specialty care
Type Specific
Orthopedic surgery
Size
Small, medium and large
-
digital.ahrq.gov/health-it-tools-and-resources/workflow-assessment-health-it-toolkit/experience/murphy-ja-et-al-1997
January 01, 1997 - Tools Used
Interview
Flowchart
Type Clinic
Primary care
Size
Large
Geography
-
digital.ahrq.gov/sites/default/files/docs/publication/r18hs017045-lazarus-final-report-2011.pdf
January 01, 2011 - Methods: Electronic medical records available from all ambulatory care encounters in a large
multi-specialty … Information Technology-certified EpicCare system at all ambulatory care encounters within
Atrius Health, a large … Safety Datalink project—a collaborative effort between CDC’s Immunization
Safety Office and eight large
-
digital.ahrq.gov/sites/default/files/docs/citation/r01hs024538-adelman-final-report-2022.pdf
January 01, 2022 - While these numbers are large in the aggregate, any one
hospital reported only a few Health IT errors … transition to EHRs has created an opportunity to develop Health IT Safety measures by
leveraging the large … of our preliminary work, we
conducted an analysis of electronic orders and audit log data at a large … Medication Orders Retracted and Reordered in a Large Health System in 1 Year
(N=21,401,986 orders) … Medical Center, and NewYork-Presbyterian Queens Hospital, affiliated with
NewYork-Presbyterian, a large
-
digital.ahrq.gov/health-it-tools-and-resources/workflow-assessment-health-it-toolkit/research/smith-my-et-al-2007
January 01, 2007 - Smith MY et al. 2007 "Computerized decision-support systems for chronic pain management in primary care."
Reference
Smith MY, Depue JD, Rini C. Computerized decision-support systems for chronic pain management in primary care. Pain Med 2007;8:S155-S166.
Abstract
"Objective: Computerized decis…
-
digital.ahrq.gov/health-it-tools-and-resources/workflow-assessment-health-it-toolkit/research/birmingham-e-catallozzi
January 01, 2023 - Used
Focus Group
Type Clinic
Primary care
Type Specific
Pediatrics
Size
Large