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Updated: May 5, 2026

Imaging In-Stent Restenosis: An Inexpensive, Reliable, and Rapid Preclinical Model
Published on: September 14, 2009
Beyond Angiography: Integrating Advanced Diagnostic Modalities in Coronary Stent Restenosis-a Systematic Review
Zihan Liu1, Mingduo Zhang2, Min Zhang2
1Capital Medical University, Beijing, China.
In-stent restenosis (ISR) management is improving with advanced diagnostic tools. Combining anatomical and functional assessments, alongside AI, enhances detection and treatment for better patient outcomes after percutaneous coronary intervention (PCI).
Area of Science:
- Cardiology
- Medical Imaging
- Interventional Cardiology
Background:
- In-stent restenosis (ISR) poses a significant challenge post-percutaneous coronary intervention (PCI), impacting patient care.
- Current diagnostic and management strategies require comprehensive review to address this issue.
Purpose of the Study:
- To provide a thorough examination of current in-stent restenosis diagnostic methods.
- To offer holistic recommendations for ISR management, from prevention to treatment.
Main Methods:
- Review of anatomical assessment tools: coronary angiography (CAG), intravascular ultrasound (IVUS), optical coherence tomography (OCT).
- Review of functional assessment tools: fractional flow reserve (FFR), instantaneous wave-free ratio (iFR), CT-derived Fractional Flow Reserve (CT-FFR), quantitative flow ratio (QFR).
- Exploration of advanced technologies: multimodal imaging fusion, artificial intelligence (AI), biomarkers, and genomics.
Main Results:
- Anatomical and functional assessments, enhanced by high-resolution imaging and flow quantification, are crucial for ISR detection and optimization.
- Non-invasive techniques and AI integration are transforming diagnostic accuracy and efficiency.
- Biomarkers and genomics offer valuable insights into ISR risk assessment.
Conclusions:
- Integrated anatomical-functional-molecular assessments represent the future of ISR diagnosis.
- AI-driven personalized management strategies are key to refining ISR care and improving patient prognosis.
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