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digital.ahrq.gov/health-care-theme/quality-improvement
January 01, 2023 - electronic health records, and machine learning) to better understand missed and delayed diagnoses, identify risk … developing predictive models to assess in real-time the potential for transplant success and to evaluate risk … effective antibiotics for each patient, reduce unnecessary use of broad-spectrum antibiotics, lower the risks … and establish the efficacy of an actionable predictive model to identify pregnant individuals at high risk … postpartum hemorrhage which can be used in combination with a clinical decision support tool to reduce the risk
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digital.ahrq.gov/sites/default/files/docs/citation/r01hs021747-siegel-final-report-2019.pdf
January 01, 2019 - However, these drugs have serious risks including life-threatening
infections and an association with … Second, we have produced a web-based decision
aid to help patients weigh the benefits and risks of available … Although
determining the expected benefit and risks of therapy is the first step in helping us make … tool can
present a balanced discussion of benefits and risks of therapy and allow patients to see … Helping patients understand risks. Gainesville: The risk communication
institute, 2006.
17.
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digital.ahrq.gov/program-overview/research-stories/decision-precision-increasing-lung-cancer-screening-risk-patients
January 01, 2023 - Decision Precision+: Increasing Lung Cancer Screening for At-Risk Patients
Theme:
Supporting … Interoperability Resources (FHIR) app that pulls data from the EHR to enable providers to have an individualized risk-benefit … discussion with at-risk patients on whether lung cancer screening is right for them.
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digital.ahrq.gov/ahrq-funded-projects/enhancing-complex-care-through-integrated-care-coordination-information-system/annual-summary/2011
January 01, 2011 - September 2012
AHRQ Funding Amount
$1,155,147
Summary: Patients with chronic illnesses are at risk … inner-city, three rural) can use health information technology (IT) to monitor and deliver care for high-risk … controlled trial in six clinics on the ability to use the IT functions to monitor and deliver care to high-risk … eligible patients, 51 percent were over the age of 50, and 15 percent were preselected as having a high risk … Baseline characteristics of the high-risk group did not vary across clinics.
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digital.ahrq.gov/sites/default/files/docs/publication/r21hs021797-gillespie-final-report-2015.pdf
January 01, 2015 - patients with easy to understand information, free from bias, that accurately explains
possible risks … so that a specific patient could use the eCoach
tool while also incorporating risks specific to his … Graphical representation of risks was viewed as helpful, with preference given to specific
graphs that … emphasized individual risks, e.g. "5 men out of 100 men could experience this side
effect" rather than … your risk
by 50% (relative risk) - from 6% to 3% (absolute risk) - by this intervention; your risk
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digital.ahrq.gov/sites/default/files/docs/citation/r18hs026699-politi-final-report-2023.pdf
January 01, 2023 - multilevel intervention demonstrated improved
knowledge about reconstruction type, timing, and complication risks … reconstruction less often than White women,10 and have lower knowledge about
reconstruction and its associated risks … demonstrated improved
knowledge about reconstruction, and reconstruction type, timing, and complication risks … Specific information about implants, flaps, and risks of complications from immediate
breast reconstruction … knowledge about reconstruction, and improved knowledge about reconstruction type, timing,
and complication risks
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digital.ahrq.gov/technology/artificial-intelligence
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 … Risk-stratified screening: A simulation study of scheduling templates on daily mammography recalls. … Breast Cancer Screening
External validation and update of the pediatric asthma risk … External validation and update of the pediatric asthma risk score as a passive digital marker for childhood
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digital.ahrq.gov/ahrq-funded-projects/using-innovative-communication-technology-improve-health-young-african-american/annual-summary/2010
January 01, 2010 - Discharge program (Project RED) to provide: 1) a personalized and comprehensive assessment of preconception risks … template created by the study team, all scripts have been drafted for the complete set of 74 health risks … Each woman hears the scripts delivered by the VPA that correspond to her personal health risks. … The assessment will determine which stage of change the user is in for each of her risks at intake and … In this manner, the project can track any risk-reduction progress made.
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digital.ahrq.gov/sites/default/files/docs/citation/r01hs023324-cohen-final-report-2020.pdf
January 01, 2020 - information needs when screening, documenting, and then
using information regarding patients’ social risks … information, we did not try to achieve consensus among clinicians about
which social risks should … Having
consistent information on patients’ social risks was a challenge for a variety of reasons. … Prioritization
Patients’ experienced multiple, concurrent social and economic risks, and these risks … risks was an unmet information need.
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digital.ahrq.gov/population/physician
January 01, 2025 - standardizing practices, minimizing unnecessary procedures, and ensuring timely diagnosis for those at highest risk … developing predictive models to assess in real-time the potential for transplant success and to evaluate risk … effective antibiotics for each patient, reduce unnecessary use of broad-spectrum antibiotics, lower the risks … Precision Emergency Medicine: Setting a Research Agenda
Impact of personalized risk … Impact of personalized risk scores on shared decision making in left ventricular assist device implantation
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digital.ahrq.gov/program-overview/research-stories/optimizing-care-delivery-for-clinicians
January 01, 2023 - alerts to individual patient circumstances, providers can deliver more tailored care for patients at risk … intimate partner violence greatly increased the number of patients identified as experiencing or at risk … Using Machine Learning for Military Service Members and Veterans at Risk for Suicide The use of a risk-prediction … Closing the Communication Gap Between Prescribers and Pharmacists to Decrease Medication Safety Risks
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digital.ahrq.gov/principal-investigator/sequist-thomas-d
January 01, 2023 - A Risk Based Approach to Improving Management of Chronic Kidney Disease - Final Report. … Clinician personality and the evaluation of higher-risk patient symptoms. … Can Risk Score Alerts Improve Office Care for Chest Pain? … Can Risk Score Alerts Improve Office Care for Chest Pain? - Final Report. … Can Risk Score Alerts Improve Office Care for Chest Pain?
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digital.ahrq.gov/principal-investigator/meguid-robert
January 01, 2023 - calculator (SURPAS) and the ACS Surgical Risk Calculator. … calculator (SURPAS) and the ACS Surgical Risk Calculator. … Project Name
Surgical Risk Preoperative Assessment System
Surgical Risk … Surgical Risk Preoperative Assessment System - Final Report. … Project Name
Surgical Risk Preoperative Assessment System
Surgical Risk
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digital.ahrq.gov/sites/default/files/docs/technologies-underserved-populations-slides-02282023.pdf
February 28, 2023 - health outcomes
11
World Health Organization, https://www.who.int/
https://www.who.int/
Social Risk … relationship strain
COVID diagnosis/recovery
COVID vaccine
COVID physical distancing
COVID perceived risk … The Lancet Digital Health. 2020
46
Risk Factors Are Common
At birth Smoked during pregnancy 11.0% … Risks at action or
maintenance at 6
months
50.0 % (28.9) 42.7% (28.3) 1.16 <0.001
Risks at action … From the CDC:
Risk Factors Are Common
The Need
Components of Preconception Care
Who is Gabby?
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digital.ahrq.gov/principal-investigator/blumenthal-barby-jennifer
January 01, 2025 - Blumenthal-Barby, Jennifer
Impact of personalized risk scores on shared … Impact of personalized risk scores on shared decision making in left ventricular assist device implantation … Integrating personalized risk scores in decision making about left ventricular assist device (LVAD) therapy … Device
Avoiding "toxic knowledge": the importance of framing personalized risk … Assist Device
A Multi-Site Trial to Test Benefits of Adding a Personalized Risk
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digital.ahrq.gov/sites/default/files/docs/citation/r18hs025654-lenert_final-report-2023.pdf.pdf
January 01, 2023 - However, the prevalence of IPV in South Carolina is known to be higher, with a
lifetime relative risk … ) screen was much more effective in identifying patients with potential IPV risk. … Scores greater than 1 indicate very high
risk. … risk level of patients identified. … prevention in persons detected to be at risk.
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digital.ahrq.gov/sites/default/files/docs/publication/r18hs017190-chueh-final-report-2011.pdf
January 01, 2011 - Ambulatory Care Compact to Organize Risk and Decision-making (ACCORD) - Final Report
Grant Final Report … Grant ID: R18HS017190
Ambulatory Care Compact to Organize Risk and
Decision-making (ACCORD … Risk management and
quality of care approach. J Fla Med Assoc.
1996;83:466-9.
8. … Primary care
guide to managing a breast mass: a legal perspective
on risk management. … Risk Management Foundation Forum,
2000.
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digital.ahrq.gov/ahrq-funded-projects/telemonitoring-rural-elder-nutrition-centers-demonstration-project-hypertension/annual-summary/2011
January 01, 2011 - and the availability of efficacious treatments, hypertension remains the most common and strongest risk … present in more than 70 percent of Americans aged 80 and older, and it is the single most important risk … centers and using telehealth technology to manage blood pressure (BP) in a setting that targets high-risk … in which telehealth monitors can be utilized to manage BP in a community setting that targets high-risk
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digital.ahrq.gov/sites/default/files/docs/citation/r21hs024738-gance-cleveland-final-report-2019.pdf
January 01, 2019 - 11%, and postpartum depression 2%
compared 12%), suggesting under recognition of perinatal health risks … in busy practices.7
Pregnancy health risks: Mood disorders can cause serious health conditions by … Moderate Risk High/Severe Risk
Treatment Approach Positive reinforcement Brief intervention Referral … Yes
Options:
-Reinforce importance
No (interested in being vaccinated)
Options:
-Discuss risks & … Promoting patient understanding of risks and provider confidence in counseling on the risk and
protective
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digital.ahrq.gov/sites/default/files/docs/transforming-guidelines-action-slides-06152023.pdf
June 15, 2023 - • Today fall risk screening is routinely done, but there
is often no CDS to address fall risk when … Selected priority risk
factors. … • Clinical flow/pace
• Risks identified
• Conflicting clinical
concerns
• Resources/insurance … • VTE risk assessment of hospitalized medical patients using a validated risk assessment model
(RAM … • Predict correct risk level (disease-specific and predisposing risk
factors) allowing more tailored