Adherence to Personalized EBM Anticoagulant Treatment in Patients at High Risk for Stroke
Conditions
Keywords
Atrial fibrillation, Personalized evidence-based medicine, Clinical decision support systems, Stroke, Anticoagulation, Guidelines
Brief summary
A retrospective analysis
Detailed description
4200 EMR of patients at high risk for stroke with 1-year follow-up will be enrolled in the current study and analyzed by clinical decision support systems (CDSS MedicBK) utilizing a core laboratory.
Interventions
Adherence to personalized evidence-based anticoagulant treatment in patients at high risk for stroke with atrial fibrillation
Sponsors
Study design
Eligibility
Inclusion criteria
EMR only if an ECG diagnosis (12-lead ECG, 24-h Holter, or other electrocardiographic documentation) confirming AF was made in patients at high risk for stroke by CHA2DS2-VASc (≥2 in men and ≥3 in women).
Exclusion criteria
No
Design outcomes
Primary
| Measure | Time frame | Description |
|---|---|---|
| The percentage of guideline-based and personalized EBM recommendations | 1-year | The percentage of guideline-based and personalized EBM recommendations acted on by clinicians for anticoagulant therapy in patients with AF. All discrepancies between routine and CDSS-recommended treatment resulting in frame of guideline-based therapy and personalized EBM therapy will be adjudicated by core laboratory. |
Secondary
| Measure | Time frame | Description |
|---|---|---|
| Quantify the performance of the CDSS (MedicBK) algorithm | 1-year | Quantify the performance of the CDSS (MedicBK) algorithm for presents treatment suggestions in frame of guideline-based therapy and personalized EBM therapy: the sensitivity, specificity, NPV, and PPV |
| 1-year FU outcomes | 1-year | Outcomes for all-cause mortality, thromboembolism (TE), bleeding, and the composite endpoint of any thromboembolism, cardiovascular death, or bleeding in relation to whether they were guideline-based treatment or personalized EBM treatment. Thromboembolism refers to stroke, transient ischemic attack, acute coronary syndrome, coronary intervention, cardiac arrest, peripheral embolism, and pulmonary embolism |
| Predictors | 1-year | Predictors of guideline-based and personalized EBM adherence |
Countries
Russia