Collateral Circulation

Collateral circulation refers to the body's natural ability to develop alternative pathways for blood flow around blocked arteries, primarily in the heart, mitigating the effects of coronary artery disease. Current research focuses on improving the accurate and efficient detection of these collateral vessels, often employing advanced image analysis techniques such as deep learning models, including convolutional neural networks, to analyze angiographic images. This improved detection is crucial for personalized treatment strategies in cardiovascular disease, enabling better risk assessment and potentially influencing treatment decisions.