CFD-derived radiomics from hemodynamic maps for quantitative assessment of left atrial flow in atrial fibrillation: a proof-of-concept study - Scorecard - MDSpire
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CFD-derived radiomics from hemodynamic maps for quantitative assessment of left atrial flow in atrial fibrillation: a proof-of-concept study
Clinical Scorecard: Quantitative Evaluation of Left Atrial Flow in Atrial Fibrillation Using Radiomics from CFD-Derived Hemodynamic Maps: A Proof-of-Concept Investigation
At a Glance
Category
Detail
Condition
Key Mechanisms
Target Population
Patients with atrial fibrillation (AF).
Care Setting
Key Highlights
External validation in larger cohorts is needed.
Guideline-Based Recommendations
Diagnosis
Management
Monitoring & Follow-up
Regular assessment of left atrial flow dynamics in AF patients, ideally every 6-12 months.
Risks
Patient & Prescribing Data
Radiomics features correlated with established markers of atrial remodeling, indicating potential for improved risk stratification.
Clinical Best Practices
Incorporate radiomics for objective quantification of LA flow patterns and integrate into routine clinical workflows.
