Multidimensional cardiac functional phenotyping beyond ejection fraction: a multimodality imaging framework for cardiovascular care
By
Yuan Li
Yujian Liu
July 7, 2026
Clinical Scorecard: Comprehensive Cardiac Function Assessment Beyond Ejection Fraction: An Integrated Imaging Approach for Cardiovascular Management
At a Glance
Category Detail
Condition Cardiac Dysfunction Assessment Key Mechanisms Multimodality imaging evaluates pump function, myocardial deformation, diastolic function, flow dynamics, and tissue characterization. Target Population Patients with heart failure, cardiomyopathies, and valvular heart disease. Care Setting Cardiovascular management and imaging.
Key Highlights
LVEF alone is insufficient for comprehensive cardiac assessment. A five-dimensional framework enhances disease characterization and risk stratification. Stepwise escalation from echocardiography to advanced imaging is recommended. Integration of biomarkers across functional domains is emphasized. Practical barriers to implementation include cost-effectiveness and workflow integration. Guideline-Based Recommendations
Diagnosis
Utilize multimodality imaging for a comprehensive assessment of cardiac function. Management
Implement a selective escalation strategy for imaging modalities based on clinical indications. Monitoring & Follow-up
Regularly assess cardiac function using a multidimensional approach. Risks
Consider practical barriers such as cost and vendor variability in imaging. Patient & Prescribing Data
Individuals with suspected or diagnosed cardiac dysfunction.
Advanced imaging techniques should be employed when they are expected to clarify diagnosis or influence management.
Clinical Best Practices
Adopt a structured approach for determining when to escalate imaging modalities. Integrate findings across different imaging techniques for a holistic view of cardiac function. Focus on clinically actionable interpretations rather than indiscriminate use of imaging. Related Resources & Content
