Method and system for automatically segmentation blood vessel of medical image using machine learning and image processing algorithm

摘要

The present invention relates to a method and system for automatically segmentation blood vessels from medical image data. More specifically, it relates to a method and system for automatically segmentation blood vessels of medical images using machine learning and image processing algorithms.A method of automatically segmentation blood vessels in a three-dimensional medical image according to the present invention isA method of segmenting 3D shape blood vessel data from a patient's three-dimensional medical image data using a computerStep 3: receiving patient medical image data inputArtificial neural networksThe three dimensional medical image data of the input patient are processedGenerating blood vessel data of the first three-dimensional shape andIt includes the step of generating the blood vessel data of the secondary three-dimensional shape by image processing of the blood vessel data of the first three-dimensional shape.To generate the vascular data of the secondary three-dimensional shapeBlood vessel data of the three-dimensional three-dimensional shape is generated using the blood vessel data of the first three-dimensional shape.The method according to the present invention can generate a three-dimensional shape of blood vessel data quickly and accurately without intervention of the operator.Diagram