Advantage of Applying Image Analysis Methods Using Intelligent Agents in Decision-making Systems

The review and analysis of 3D image research methods is carried out with the aim of solving the problem of diagnostic imaging, in particular in the medical practice of studying the circulatory system to support decision-making by specialists. The advantages of using intelligent agents in software are to increase the level of diagnostic informativity of research results. Magnetic resonance contrast angiography (CE-MRA) remains the preferred method of vascular imaging. However, high-quality MRI without contrast reinforcement can be an advantageous method due to improved MRI hardware and direct multi-planar imaging of 3D image sequences. The imaging plane varies depending on clinical problems, such as for venous phase capture (magnetic resonance venography). The decision-making process of health professionals is a complex and time-consuming task. Intelligent agents can provide intellectual support in solving the problem of medical diagnosis.