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digital.ahrq.gov/sites/default/files/docs/publication/r18hs017075-sequist-final-report-2010.pdf
January 01, 2010 - or low risk patients. … We stratified patients according to their Framingham Risk Score, with ‘high risk’ patients
defined as … The majority (81%) of patients were
classified as low risk based on a Framingham Risk Score < 10%. … The clinical evaluation was
generally more aggressive among high risk patients compared to low risk … compared to
high risk patients.
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digital.ahrq.gov/ahrq-funded-projects/can-risk-score-alerts-improve-office-care-chest-pain/annual-summary/2010
January 01, 2010 - Can Risk Score Alerts Improve Office Care for Chest Pain? … This involved creating specifications for calculating cardiac risk scores (Framingham Risk Score), and … (80 percent) of all patients defined as low-risk. … Treatment strategies were somewhat more aggressive for high-risk patients than for low-risk patients, … patients than to low-risk patients.
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digital.ahrq.gov/ahrq-funded-projects/ambulatory-care-compact-organize-risk-and-decisionmaking-accord
January 01, 2023 - Ambulatory Care Compact to Organize Risk and Decisionmaking (ACCORD)
Project Final … In response, this project designed Ambulatory Care Compact to Organize Risk and Decision-making (ACCORD … to Organize Risk and Decisionmaking (ACCORD) - 2010
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Ambulatory Care Compact to Organize Risk and Decisionmaking (ACCORD … Ambulatory Care Compact to Organize Risk and Decisionmaking (ACCORD) - Final Report.
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digital.ahrq.gov/ahrq-funded-projects/healthy-teens-txt-me-information-technology-change-teen-health-risk-behaviors
January 01, 2023 - Healthy Teens TXT ME: Information Technology to Change Teen Health Risk Behaviors … Healthy Teens TXT ME: Information Technology to Change Teen Health Risk Behaviors - 2012
Healthy … Teens TXT ME: IT to Change Teen Health Risk Behaviors - 2011
Healthy Teens TXT ME; IT to Change … Teen Health Risk Behaviors - 2010
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digital.ahrq.gov/sites/default/files/docs/publication/AppendixE_Comm_Tech_For_AA_Women.pdf
June 16, 2021 - Initial stage of change and distribution of final stage of change (all risks discussed)
Initial stage … #
Risks % Total
# ending
at precon-
templation %
# ending at
contemplation %
# ending at … preparation %
# ending at
action/
maintenance %
Self-
reported
not a
risk
Precontemplation … %
# ending at
preparation %
# ending at
action/
maintenance %
Self-
reported
not a
risk … Initial stage of change and distribution of final stage of change (all risks discussed)
Table 2.
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digital.ahrq.gov/program-overview/research-stories/continuous-predictive-analytics-monitoring-improve-care-risk
January 01, 2023 - Continuous Predictive Analytics Monitoring to Improve Care for At-Risk Patients with Cardiac Disease … captured every 2 seconds to get individual heartbeats and breaths—could warn providers of patients at risk … The tool integrates data streams of rapidly changing health information to predict and communicate risk … to proactive, providers can recognize earlier in the clinical course that a patient is imminently at risk … their risk.
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digital.ahrq.gov/ahrq-funded-projects/feedback-treatment-intensification-data-reduce-cardiovascular-disease-risk/annual-summary/2010
January 01, 2010 - Feedback of Treatment Intensification Data to Reduce Cardiovascular Disease Risk - 2010 … Project Name
Feedback of Treatment Intensification Data to Reduce Cardiovascular Disease Risk … availability of highly effective medications for controlling the major cardiovascular disease (CVD) risk … factors, many patients, including many at high risk for developing CVD, continue to be in poor control … factors improves risk-factor control.
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digital.ahrq.gov/ahrq-funded-projects/enhanced-handoffs-echo
January 01, 2024 - Researchers will update current ML risk-prediction models for postoperative complications and validate … Poor postoperative handoffs can risk patient safety Effective communication during postoperative handoffs … Washington University recognize that care transition failures can lead to potentially unsafe and high-risk … and risk mitigation strategies. … Triage in the Emergency Department Using Machine Learning for Military Service Members and Veterans at Risk
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digital.ahrq.gov/ahrq-funded-projects/personalized-clinical-decision-support-improve-participation-hospital-home
January 01, 2024 - support tools that incorporate patient and caregiver preferences can reduce healthcare costs and mitigate risks … It also presents patients with associated risks, such as hospital acquired infections. … Hospital at Home (HaH) is an alternative to costly and high-risk inpatient hospitalization, where care … aims of the research were as follows: Characterize patient, caregiver, and provider perceptions of risk … Design 4PACS iteratively with patients, caregivers, and providers to integrate risk-model probabilities
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digital.ahrq.gov/sites/default/files/docs/publication/r18hs017203-gurwitz-final-report-2011.pdf
January 01, 2011 - discharge among patients in the intervention group (38.2%), and 829 in the control
group (37.0%) (relative … intervention group (45.0%), and there were 894 discharges with 378 visits
in the control group (42.3%) (relative … hospital discharge was very low in both the
intervention (2.35%) and control groups of patients (1.11%) (relative … which there was at least one adverse drug event during the 45-day period after
discharge (16.9%) (relative … visits in the 30-day period following hospital discharge among
patients in the control group (12.8%) (relative
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digital.ahrq.gov/ahrq-funded-projects/decision-support-tool-discontinuation-disease-modifying-therapies-multiple
July 31, 2025 - discontinuing disease-modifying therapies in those with multiple sclerosis has the potential to reduce the risk … However, they are expensive and have infection risks, ranging from simple urinary tract infections to … The tool will provide a risk assessment and a standardized approach clinicians can use to guide their … The tool will provide an individualized risk assessment if a DMT is discontinued, evidence on the annual … risk of infection due to the DMT, and the annual cost of the DMT.
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digital.ahrq.gov/principal-investigator/pitts-samantha
July 24, 2024 - Samantha
Project Name
Understanding CancelRX: Impact on Clinical Workflows, Medication Safety Risks … Samantha
Project Name
Understanding CancelRX: Impact on Clinical Workflows, Medication Safety Risks … Outcomes
Understanding CancelRX: Impact on Clinical Workflows, Medication Safety Risks … Understanding CancelRX: Impact on Clinical Workflows, Medication Safety Risks, and Patient Outcomes - … Outcomes
Understanding CancelRX: Impact on Clinical Workflows, Medication Safety Risks
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digital.ahrq.gov/sites/default/files/docs/citation/CommFocusedTechYoungAAWomenFinal.pdf
March 01, 2017 - Frequency of risks identified in pilot test (self-report, via online risk assessment) ...... 19
Figures … Each participant
is presented with her list of risks identified from the Online Risk Assessment Tool … as least once reviewed 11
risks. … Risks Identified by Domain - Pretesting and Pilot Testing Combined
Identified risks (n=449) were … Frequency of risks identified in pilot-test (self-report, via on-line risk assessment)
Risk # Participants
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digital.ahrq.gov/sites/default/files/docs/publication/r18hs018644-haas-final-report-2016.pdf
January 01, 2016 - percentage based on the aggregation of their patients’ calculated
risks. … In
estimating cancer risks, providers were more likely to estimate correctly (43.9% for breast
cancer … and changes that can be made to improve health, and patient
understanding of personal health risks, … and recommendations were embedded with other disease
risks and recommendations. … Comparing Perceived and Actual Risks of
Coronary Heart Disease and Diabetes.
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digital.ahrq.gov/sites/default/files/docs/citation/r21hs028511-held-final-report-2024.pdf
January 01, 2024 - levels of risk. … Class 1 (high-risk HIV) patients. … Current screening
methods overlook high-risk groups such as patients residing within high-risk zip … only
contributed to a dramatic rise in overdose deaths but has also exacerbated HIV transmission risks … Performance Metrics:
The machine learning classifier, trained to identify HIV acquisition and transmission risks
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digital.ahrq.gov/ahrq-funded-projects/evaluation-and-integration-automatic-fall-prediction-system/annual-summary/2012
January 01, 2012 - and evaluated a method to track variability in everyday movements as an additional means to predict risk … It aimed to demonstrate that increased movement variability is a stronger predictor of fall risk than … two other well-known risk factors—history of falls and use of prescribed psychoactive medications—and … that collectively, prediction of fall risk is significantly improved. … his research team anticipated that the new method will be a useful tool for relating changes in fall risk
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digital.ahrq.gov/ahrq-funded-projects/evaluation-and-integration-automatic-fall-prediction-system/annual-summary/2011
January 01, 2011 - and evaluating a method to track variability in everyday movements as an additional means to predict risk … It aims to demonstrate that increased movement variability is a stronger predictor of fall risk than … two other well-known risk factors - history of falls and use of prescribed psychoactive medications - … and that collectively, prediction of fall risk is significantly improved. … his research team anticipate that the new method will be a useful tool for relating changes in fall risk
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digital.ahrq.gov/ahrq-funded-projects/scalable-decision-support-and-shared-decisionmaking-lung-cancer-screening
January 01, 2023 - However, use of the test requires a risk-benefit discussion between patients and their physicians prior … Veterans Administration (VA) medical centers, decision making improved about LDCT screenings among at-risk … discussion with at-risk patients on whether lung cancer screening is right for them. … discussion with at-risk patients on whether lung cancer screening is right for them. … discussion with at-risk patients on whether lung cancer screening is right for them.
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digital.ahrq.gov/ahrq-funded-projects/using-innovative-communication-technology-improve-health-young-african-american
January 01, 2023 - It may be that by the time a woman is pregnant it is too late to change the risks that lead to infant … These modifications included the development of a personalized and comprehensive online risk assessment … tool of preconception risks; scripts with culturally appropriate health promotion and behavior change … The six testers identified 128 risks that they "discussed" with Gabby, with participants choosing to … The project indicates that the use of an online tailored health risk assessment and education system
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digital.ahrq.gov/sites/default/files/docs/citation/r18hs022666-weckmann-final-report-2016.pdf
January 01, 2016 - modifiable risk factors (e.g. infection) and non-modifiable risk factors (e.g. … Delirium risk factors: The following risk factors were determined to be related to the
development of … This demonstrates that risk categories can
accurately predict which patients are at the highest risk … = moderate, green = low risk)
3. … Positive risk factors.
4. Most recent pain scores.
5.