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digital.ahrq.gov/program-overview/research-stories/clinical-decision-support-tool-preventing-falls
January 01, 2023 - Fall prevention is possible, but older adults who are at the highest risk of falling need to receive … Despite recognizing the need, PCPs do not routinely ask older patients about falls and associated risk … clinical practice, and patients are able to actively participate in their healthcare to minimize the risk … Findings into Diverse Primary Care Practices (ASPIRE)—supports PCPs in identifying older adults at risk … clinicians and allows them to collaborate with the patient on getting a better assessment of their risk
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digital.ahrq.gov/ahrq-funded-projects/developing-passive-digital-marker-prediction-childhood-asthma-treatment
July 31, 2025 - Publications
Applying novel machine learning methodologies in real time to readily available risk … on the notion that applying novel machine learning (ML) methodologies to increasingly available EHR risk … Researchers hypothesize that, when applied to risk and prognostic EHR data derived from incident asthma … External validation and update of the pediatric asthma risk score as a passive digital marker for childhood … External validation and update of the pediatric asthma risk score as a passive digital marker for childhood
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digital.ahrq.gov/principal-investigator/goodney-philip
January 01, 2023 - Development and pilot feasibility study of a health information technology tool to calculate mortality risk … for patients with asymptomatic carotid stenosis: the Carotid Risk Assessment Tool (CARAT). … Development and pilot feasibility study of a health information technology tool to calculate mortality risk … for patients with asymptomatic carotid stenosis: the Carotid Risk Assessment Tool (CARAT). … Outcomes of carotid endarterectomy versus stenting in comparable medical risk patients.
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digital.ahrq.gov/program-overview/research-stories/making-evidence-based-clinical-decision-support-implementable
January 01, 2023 - Medical Prevention Registry on Venous Thromboembolism-D-Dimer (IMPROVE-DD) CDS application for VTE risk … assessment; and 3) the Wells’ Criteria CDS application for PE diagnosis risk stratification. … In September 2021, they deployed the Wells’ Criteria CDS application for PE diagnostic risk assessment … to identify hospitalized COVID-19 patients at low, moderate, and high VTE risk. … Alex Spyropoulos
At the ED site where the Wells’ Criteria PE diagnostic risk assessment with nudges
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digital.ahrq.gov/program-overview/research-reports/2022-year-review
January 01, 2022 - Research
Closing the Communication Gap Between Prescribers and Pharmacists to Decrease Medication Safety Risks … Emerging Research
Continuous Predictive Analytics Monitoring to Improve Care for At-Risk … Completed Research
Decision Precision+: Increasing Lung Cancer Screening for At-Risk
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digital.ahrq.gov/funding-mechanism/advancing-evidence-practice-through-shared-interoperable-clinical-decision-support
January 01, 2023 - available clinical decision support resource to aid primary care practices in instituting routine fall risk … shared decision making (SDM) tool that uses interactive decision dashboards to graphically communicate risks
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digital.ahrq.gov/sites/default/files/docs/citation/r21hs026803-wells-final-report-2022.pdf
January 01, 2022 - Purpose: The goal is to improve the efficiency of identifying and screening patients at the highest risk … The intervention will be conducted by applying a
previously developed A1c risk calculator to identify … “risk/abnormal” were anxiety-provoking/unfavorable
b. … “Computerized risk score” was confusing
d. … A list of high risk individuals will be obtained by
applying the hemoglobin A1c risk calculator to these
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digital.ahrq.gov/health-care-theme/adverse-events
January 01, 2023 - records to engage individuals with multiple chronic conditions to improve understanding of individualized risk … Understanding CancelRX: Impact on Clinical Workflows, Medication Safety Risks, and Patient Outcomes … shared decision making (SDM) tool that uses interactive decision dashboards to graphically communicate risks
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digital.ahrq.gov/type-care/preventive-care
January 01, 2023 - Suicide
Description
This research will develop and validate a clinician-facing longitudinal risk-prediction … with the Electronic Health Record
Description
This study will integrate a previously piloted risk … support for both patients and clinicians to improve quality of care for women who are at increased risk … discussion with at-risk patients on whether lung cancer screening is right for them. … Description
This study adapted and implemented an electronic sexually transmitted infection (STI) risk
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digital.ahrq.gov/population/adults
January 01, 2025 - The foundational capabilities of large language models in predicting postoperative risks … The foundational capabilities of large language models in predicting postoperative risks using clinical … Dissemination of the WiseApp for Improving Health Outcomes Across Settings
Risk … Risk of delayed percutaneous coronary intervention for STEMI in the Southeast United States. medRxiv
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digital.ahrq.gov/medical-condition/obesity
January 01, 2024 - Intervention INC: An Interactive Family-Centered mHealth Tool to Reduce Obesity Risk … Key recruitment and retention strategies for a pilot web-based intervention to decrease obesity risk … Key recruitment and retention strategies for a pilot web-based intervention to decrease obesity risk … Primary Care
Testing a web-based interactive comic tool to decrease obesity risk … Testing a web-based interactive comic tool to decrease obesity risk among minority preadolescents: protocol
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digital.ahrq.gov/sites/default/files/docs/citation/r18hs026196-Spyropoulos-final-report-2022.pdf
January 01, 2022 - , ≥ 4: high-risk). … The primary outcome was rate of appropriate thromboprophylaxis for at-risk and high-risk
patients. … low risk vs. high risk (only for intervention hospitals)
b. COVID visits vs. regular visits
c. … risk), and 5.30% for score ≥ 4 (high risk). … 21.0% low risk.
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digital.ahrq.gov/sites/default/files/docs/citation/r18hs017093-schwarz-final-report-2011.pdf
January 01, 2011 - However, the multifaceted alerts produced a
greater increase in PCP discussions of the risks of medication … that could provide
primary care physicians (PCPs) with point-‐of-‐care information on medication risks … received this CDS would increase
the frequency with which they counseled their patients about the risks … Women’s Perspectives on
Counseling about Risks for Medication-‐Induced Birth Defects. … Women's perspectives o
counseling about risks for medication-‐induced birth defects.
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digital.ahrq.gov/care-setting/hospital-intensive-care-unit
January 01, 2023 - symptoms in parents of infants hospitalized in the neonatal intensive care unit, identify those at risk … Cardiology Trial (PM-IMPACCT)
Description
This research evaluates an artificial intelligence risk … CoMET that uses visual outputs of patient data to serve as an early warning system for patients at risk … Jessica
Bourque, Jamieson MacDonald
Dissemination and Implementation of QT Risk … Description
This research implemented a clinical decision support tool to identify patients at risk
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digital.ahrq.gov/sites/default/files/docs/transforming-guidelines-action-qas-06152023.pdf
June 15, 2023 - What we found is that fall-risk increasing drugs (FRIDs), osteoporosis, and activity and mobility
to … ANSWER: ASPIRE is available if the patient fails their fall risk screening. … Inpatient risk factors are different, but we should look
at linking that to ASPIRE. … ANSWER: Some of our patients complete the fall risk screening in the portal. … Rather than saying “hey, should we actually start considering
individualized risks of things like colorectal
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digital.ahrq.gov/health-it-tools-and-resources/pediatric-resources/pediatric-documentation-templates/weight-and-nutritional-counseling
January 01, 2023 - delivery of exercise/nutritional counseling, and to improve adherence to recommendations for assessing risks … current form, it is meant to be used by clinicians during a patient visit to review weight and obesity risk
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digital.ahrq.gov/medical-condition/trauma
January 01, 2024 - Clinical Decision Support for Venous Thromboembolism Prevention
Management of fall risk … Management of fall risk among older adults in diverse primary care settings. … Number
R01 HS029183
Principal Investigator(s)
Xiang, Henry
Fall risk … Fall risk management using clinical decision support in a rural nursing-led primary care practice. … Usability testing of an interoperable computerized clinical decision support tool for fall risk
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digital.ahrq.gov/sites/default/files/docs/data-visualization-slides-10192022.pdf
October 19, 2022 - the development and evaluation of a shared decision-making
dashboard for presenting individualized risks … factors incorporated at top
• Estimated risk is function of patient risk factors / medications
66 … Design
67 67
68
Risk
Factors
Risk
Array
Primary Display
NSAID Selection
69 69 … Approaches to Mitigate Risk
Medications Reducing Risk of Harm Alternative Non-Interacting … 1.3) 2. 7 (1.2) 0.65
It’s hard for me to decide if the benefits are more
important to me than the risks
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digital.ahrq.gov/sites/default/files/docs/publication/r18hs017817-field-final-report-2012.pdf
January 01, 2012 - days of discharge from a skilled nursing facility,
the prevalence of appropriate monitoring for high-risk … Adverse drug events
Intervention
period
n=100
N(%)
Non-intervention
period
n=100
N(%)
Relative … Risk factors
for adverse drug events among older adults in the
ambulatory setting. … Posthospital
care transitions: patterns, complications, and risk
identification. … Furthermore,
infrequently prescribed medications are at higher risk for poor monitoring.
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digital.ahrq.gov/sites/default/files/docs/citation/k08hs022908-gephart-final-report-2020.pdf
January 01, 2020 - human
milk prioritized feeding, use of standardized feeding protocols, antibiotic stewardship and risk … To address this need, a NEC risk decision rule, called GutCheckNEC was derived and validated
by our … The GRADE
approach was then used to classify the strength of recommendations and balance the risks, … Neonatal Nurses Experience Unintended
Consequences and Risks to Patient Safety with Electronic Health … Grading the evidence to
identify strategies to modify risk for necrotizing enterocolitis.