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Functional Coronary Artery Assessment: a Systematic Literature Review
Samuel A Freitas1, Débora Nienow2, Cristiano A da Costa1
1Software Innovation Laboratory, Graduate Program in Applied Computing, Universidade do Vale do Rio dos Sinos, São Leopoldo, Brazil.
Insights
Emerging imaging techniques offer improved assessment of coronary artery disease (CAD) significance beyond anatomical evaluation. This review compares novel methods for functional assessment, guiding future research in cardiovascular disease diagnosis.
Area of Science:
- Cardiology and Medical Imaging
- Biomedical Engineering
Background:
- Cardiovascular diseases, particularly coronary artery disease (CAD), are a leading global cause of mortality.
- Atherosclerotic plaques impede blood flow, but anatomical assessment alone is insufficient for determining lesion severity.
- Current gold standard, fractional flow reserve (FFR), is invasive and has limitations, necessitating advanced imaging techniques.
Purpose of the Study:
- To conduct a systematic literature review of emerging methods for assessing CAD significance.
- To provide a comparative analysis of these novel techniques for functional assessment.
- To guide future research by highlighting promising methods and their benefits.
Main Methods:
- Systematic literature review of studies on non-invasive CAD functional assessment.
- Qualitative and quantitative comparison of emerging imaging-based methods.
- Identification and summarization of relevant benchmarks, evaluation metrics, and challenges.
Main Results:
- Established a comparative framework for novel CAD assessment techniques.
- Identified key geometrical metrics correlating with lesion significance.
- Summarized current challenges and requirements for a validated functional assessment technique.
Conclusions:
- There is a clear need for advanced, non-invasive methods to functionally assess CAD.
- Emerging imaging techniques show promise in overcoming limitations of current diagnostic tools.
- Further research is required to validate and establish new benchmarks for CAD functional assessment.
Abstract:
Cardiovascular diseases represent the number one cause of death in the world, including the most common disorders in the heart's health, namely coronary artery disease (CAD). CAD is mainly caused by fat accumulated in the arteries' internal walls, creating an atherosclerotic plaque that impacts the blood flow functional behavior. Anatomical plaque characteristics are essential but not sufficient for a complete functional assessment of CAD. In fact, plaque analysis and visual inspection alone have proven insufficient to determine the lesion severity and hemodynamic repercussion. Furthermore, the fractional flow reserve (FFR) exam, which is considered the gold standard for stenosis functional impair determination, is invasive and contains several limitations. Such a panorama evidences the need for new techniques applied to image exams to improve CAD functional assessment. In this article, we perform a systematic literature review on emerging methods determining CAD significance, thus delivering a unique base for comparing these methods, qualitatively and quantitatively. Our goal is to guide further studies with evidence from the most promising methods, highlighting the benefits from both areas. We summarize benchmarks, metrics for evaluation, and challenges already faced, thus shedding light on the requirements for a valid, meaningful, and accepted technique for functional assessment evaluation. We create a base of comparison based on quantitative and qualitative indicators and highlight the most relevant geometrical metrics that correlate with lesion significance. Finally, we point out future benchmarks based on recent literature.
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