National Healthcare Quality and Disparities Report
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Search All Research Studies
Topics
- Adverse Drug Events (ADE) (5)
- (-) Adverse Events (5)
- Blood Clots (1)
- (-) Blood Thinners (5)
- Brain Injury (1)
- Cardiovascular Conditions (2)
- Comparative Effectiveness (1)
- Elderly (1)
- Evidence-Based Practice (2)
- Heart Disease and Health (2)
- Injuries and Wounds (1)
- (-) Medication (5)
- Medication: Safety (3)
- Outcomes (1)
- Patient-Centered Healthcare (1)
- Patient-Centered Outcomes Research (2)
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- Registries (1)
- (-) Risk (5)
- Stroke (1)
AHRQ Research Studies
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Research Studies is a compilation of published research articles funded by AHRQ or authored by AHRQ researchers.
Results
1 to 5 of 5 Research Studies DisplayedHerrin J, Abraham NS, Yao X
Comparative effectiveness of machine learning approaches for predicting gastrointestinal bleeds in patients receiving antithrombotic treatment.
The purpose of this retrospective cross-sectional study was to compare the performance of 3 machine learning approaches with the commonly-used HAS-BLED (hypertension, abnormal kidney and liver function, stroke, bleeding, labile international normalized ratio, older age, and drug or alcohol use) risk score in predicting antithrombotic-related gastrointestinal bleeding (GIB). The machine-learning models were regularized Cox proportional hazards regression (RegCox), random survival forests, and extreme gradient boosting (XGBoost). Findings showed that the machine learning models revealed similar performance in identifying patients at high risk for GIB after being prescribed antithrombotic agents. Two models (RegCox and XGBoost) performed modestly better than the HAS-BLED score.
AHRQ-funded; HS025402.
Citation: Herrin J, Abraham NS, Yao X .
Comparative effectiveness of machine learning approaches for predicting gastrointestinal bleeds in patients receiving antithrombotic treatment.
JAMA Netw Open 2021 May;4(5):e2110703. doi: 10.1001/jamanetworkopen.2021.10703..
Keywords: Blood Thinners, Medication, Risk, Adverse Drug Events (ADE), Adverse Events, Medication: Safety, Patient Safety, Comparative Effectiveness
Villa Zapata L, Hansten PD, Panic J
Risk of bleeding with exposure to warfarin and nonsteroidal anti-inflammatory drugs: a systematic review and meta-analysis.
Warfarin use can trigger the occurrence of bleeding independently or as a result of a drug-drug interaction when used in combination with nonsteroidal anti-inflammatory drugs (NSAIDs). This article examines the risk of bleeding in individuals exposed to concomitant warfarin and NSAID compared with those taking warfarin alone. The investigators concluded that risk of bleeding was significantly increased among persons taking warfarin and a NSAID or COX-2 inhibitor together as compared with taking warfarin alone.
AHRQ-funded; HS025984.
Citation: Villa Zapata L, Hansten PD, Panic J .
Risk of bleeding with exposure to warfarin and nonsteroidal anti-inflammatory drugs: a systematic review and meta-analysis.
Thromb Haemost 2020 Jul;120(7):1066-74. doi: 10.1055/s-0040-1710592..
Keywords: Blood Thinners, Medication, Medication: Safety, Risk, Adverse Drug Events (ADE), Adverse Events, Patient Safety, Evidence-Based Practice, Patient-Centered Outcomes Research, Outcomes
Probst MA, Gupta M, Hendey GW
Prevalence of intracranial injury in adult patients with blunt head trauma with and without anticoagulant or antiplatelet use.
In this study, the investigators determined the prevalence of significant intracranial injury among adults with blunt head trauma who are receiving preinjury anticoagulant or antiplatelet medications. The investigators concluded that patients receiving preinjury warfarin or a combination of aspirin and clopidogrel were at increased risk for significant intracranial injury, but not those receiving aspirin alone. They suggested that clinicians should have a low threshold for neuroimaging when evaluating patients receiving warfarin or a combination of aspirin and clopidogrel.
AHRQ-funded; HS009699.
Citation: Probst MA, Gupta M, Hendey GW .
Prevalence of intracranial injury in adult patients with blunt head trauma with and without anticoagulant or antiplatelet use.
Ann Emerg Med 2020 Mar;75(3):354-64. doi: 10.1016/j.annemergmed.2019.10.004..
Keywords: Brain Injury, Injuries and Wounds, Blood Thinners, Medication, Medication: Safety, Adverse Drug Events (ADE), Adverse Events, Risk
Mentias A, Briasoulis A, Shantha G
Impact of heart failure type on thromboembolic and bleeding risk in patients with atrial fibrillation on oral anticoagulation.
Differential impact of heart failure (HF) category on thromboembolic and bleeding risk in atrial fibrillation (AF) patients on oral anticoagulation (OAC) is unknown. In this study, the investigators used Medicare data for beneficiaries with new AF diagnosed between 2011 and 2013 to identify patients with HF with reduced ejection fraction (HFrEF), HF with preserved ejection fraction (HFpEF), and no HF. The investigators concluded that in AF patients, HFrEF and HFpEF are both associated with higher risk of ischemic stroke, HF and AMI admissions, even after adjusting for OAC use, compared with patients without HF.
AHRQ-funded; HS023104.
Citation: Mentias A, Briasoulis A, Shantha G .
Impact of heart failure type on thromboembolic and bleeding risk in patients with atrial fibrillation on oral anticoagulation.
Am J Cardiol 2019 May 15;123(10):1649-53. doi: 10.1016/j.amjcard.2019.02.027..
Keywords: Heart Disease and Health, Cardiovascular Conditions, Blood Thinners, Medication, Adverse Drug Events (ADE), Adverse Events, Risk, Elderly, Patient-Centered Healthcare, Registries
Borre ED, Goode A, Raitz G
Predicting thromboembolic and bleeding event risk in patients with non-valvular atrial fibrillation: a systematic review.
This systematic review compared the strength of tools to predict stroke and bleeding risk in patients with atrial fibrillation (AF) taking blood thinners. Sixty-one studies were found to predict thromboembolic risk and 38 to predict bleeding risk.
AHRQ-funded; 290201500004I.
Citation: Borre ED, Goode A, Raitz G .
Predicting thromboembolic and bleeding event risk in patients with non-valvular atrial fibrillation: a systematic review.
Thromb Haemost 2018 Dec;118(12):2171-87. doi: 10.1055/s-0038-1675400..
Keywords: Heart Disease and Health, Cardiovascular Conditions, Stroke, Blood Clots, Blood Thinners, Medication, Adverse Drug Events (ADE), Adverse Events, Risk, Patient-Centered Outcomes Research, Evidence-Based Practice