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digital.ahrq.gov/sites/default/files/docs/publication/r01hs015009-ward-final-report-2008.pdf
January 01, 2008 - Identify which HIT capacities are most strongly related to patient safety and
healthcare quality issues … Identify the cost of HIT in rural hospitals
Specific Aim 5. … Quality Issues in Rural
Hospitals
The purpose of the third Specific Aim was to identify which HIT … Input of Rural Hospital Quality Workgroup to Identify Patient Safety Issues in CAHs. … Interviews of Rural Hospital Quality Directors to Identify Patient Safety Issues.
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digital.ahrq.gov/health-it-tools-and-resources/evaluation-resources/workflow-assessment-health-it-toolkit/all-workflow-tools/cause-and-effect-diagram
January 01, 2023 - Uses
To identify sources of process variation. … IDENTIFY THE MAIN CATEGORIES of possible causes of the effect.
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digital.ahrq.gov/location/usa-co-aurora
January 01, 2023 - USA, CO, Aurora
Using Large Language Models to Identify Social Determinants … Investigator(s)
Schilling, Lisa M
Soares, Andrey
Natural Language Processing To Identify
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digital.ahrq.gov/ahrq-funded-projects/knowledge-engineering-decision-support-osteoporosis
January 01, 2023 - In addition, the investigators conducted clinician focus groups to identify implementation barriers of … Decision Support System Population: Men , Veteran
Validated risk rule using computerized data to identify … Validated risk rule using computerized data to identify males at high risk for fracture.
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digital.ahrq.gov/sites/default/files/docs/page/2006Williams_051111comp.pdf
June 16, 2021 - images%3Fq%3Dunited%2Bstates%2Bmap%26svnum%3D10%26hl%3Den%26lr%3D�
HIPAA Analysis: Take a Pulse
Identify … status/relationships (e.g.,
ina business associate)
m Examine the flow of PHI through HIE er Identify … who controls the flow of PHI Tt Purposes of the PHI Flow
h
ig Identify relationships and … sanctions me r Authentication of users
T Systems protections for t h appropriate access
ig r Identify
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digital.ahrq.gov/sites/default/files/docs/citation/r21hs028511-held-final-report-2024.pdf
January 01, 2024 - Develop a machine learning (ML) classifier leveraging natural language processing (NLP) techniques
to identify … Periodic audits of t he data
quality helped identify and rectify inconsistencies or gaps. … Results
Performance Metrics:
The machine learning classifier, trained to identify HIV acquisition … However, its
ability to identify high-risk cases (Class 1) remains limited. … Development
of a machine learning classifier to identify HIV acquisition and transmission risk
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digital.ahrq.gov/sites/default/files/docs/workflowtoolkit/HowtoConductaRiskAssessment.pdf
January 01, 2010 - By following the steps
below, through a group process or by interviewing individuals, one can identify … Identify duplicate vulnerabilities.
3. Determine the source or cause of each vulnerability.
4.
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digital.ahrq.gov/ahrq-funded-projects/integration-nlp-based-application-support-medication-management/annual-summary/2012
January 01, 2012 - Specific Aims:
Identify the requirements, use cases, workflow issues, and barriers to and facilitators … team conducted two focus groups with health care providers and one focus group with technical staff to identify … The providers agreed that the tool will help them identify missing medications found only in clinical … Health care providers would therefore find value in a tool that can help them identify discontinued medications
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digital.ahrq.gov/ahrq-funded-projects/transforming-kidney-care-emergency-department-using-artificial-intelligence
July 31, 2025 - Close
It’s Not Just for Sci-Fi: Using Artificial Intelligence to Identify … where a provider can rapidly measure a patient’s strength and assess their speech, it is difficult to identify … creatinine (sCr) concentration and urine output, both of which may take several days to manifest and identify … We can leverage the information that we've gained over time, to identify patients who are at really high
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digital.ahrq.gov/health-it-tools-and-resources/workflow-assessment-health-it-toolkit/research/cauldwell-m
January 01, 2023 - The research reported in this short article was carried out to identify potential changes in clinical … Objective
To identify potential changes in clinical and administrative workflow resulting from the
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digital.ahrq.gov/ahrq-funded-projects/longitudinal-machine-learning-approach-providing-clinicians-timely-detection
September 29, 2025 - The use of a predictive risk assessment tool capitalizing on machine learning (ML) holds promise to identify … Algorithm outputs will identify how SI/SA risks and their predictors change over time among 10 clinically … University of Illinois Urbana-Champaign, wanted to see how we could leverage the power of technology to identify
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digital.ahrq.gov/principal-investigator/dexheimer-judith-w
October 14, 2020 - Prospective validation of a machine learning model that uses provider notes to identify candidates for … Prospective validation of a machine learning model that uses provider notes to identify candidates for
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digital.ahrq.gov/location/usa-md-rockville
January 01, 2023 - project conducted an environmental scan and grey literature review, and key informant interviews to identify … Pathways to Quality through Health Information Technology
Description
This project sought to identify
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digital.ahrq.gov/organization/university-colorado-denver
January 01, 2023 - University of Colorado, Denver
Using Large Language Models to Identify … Investigator(s)
Schilling, Lisa M
Soares, Andrey
Natural Language Processing To Identify
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digital.ahrq.gov/organization/massachusetts-general-hospital
January 01, 2023 - learning to retrospectively analyze electronic health records of patients with suspected sepsis and identify … Description
This study will develop and establish the efficacy of an actionable predictive model to identify
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digital.ahrq.gov/type-care/obstetrics-and-gynecology
January 01, 2023 - Description
This study will develop and establish the efficacy of an actionable predictive model to identify … an inpatient perinatal system and found that increased information availability enabled providers to identify
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digital.ahrq.gov/ahrq-funded-projects/monitoring-intensification-treatment-hyperglycemia-and-hyperlipidemia
January 01, 2023 - team had previously successfully developed an application which analyzes clinical notes in order to identify … This tool will be further developed to identify treatment intensification in the management of hyperglycemia … Identify specific patient and visit characteristics that affect the probability of anti-hyperglycemic … They were successful in using NLP tools to identify treatment intensification in narrative text.
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digital.ahrq.gov/health-it-tools-and-resources/workflow-assessment-health-it-toolkit/research/whittaker-s-et-al-2004
January 01, 2004 - Abstract
"We studied a telediabetes programme that had been in operation for 10 years, to identify … Objective
"To identify the factors in telediabetes programme sustainability."
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digital.ahrq.gov/sites/default/files/docs/page/Information%20Technology,%20Finance%20and%20Quantitative%20Decision%20Making%20Group%20Report.pdf
September 21, 2009 - Industrial and Systems Engineering and Health Care: Critical Areas of Research Workshop
MILESTONES:
Identify … value add – assessment
Show early results
2011 – based on old sci > identify & deliver value add
How … to develop methodology to really do it right
Refine concepts
Keep on updating
Research can help identify
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digital.ahrq.gov/principal-investigator/ming-david-y
January 01, 2023 - for Children and Youth with Special Healthcare Needs
Predictive modeling to identify … Predictive modeling to identify children with complex health needs at risk for hospitalization.