Personalized mitral valve automatic modeling method, system and equipment

Abstract

The invention discloses a personalized mitral valve automatic modeling method. The method comprises the following steps: constructing a mitral valve three-dimensional ultrasonic image database; inputting data in the mitral valve three-dimensional ultrasonic image database into a convolutional neural network as a training data set to obtain a trained mitral valve automatic segmentation model; acquiring a three-dimensional ultrasonic image of a target mitral valve, inputting the target ultrasonic image into the mitral valve automatic segmentation model, and outputting a target segmentation result; obtaining point cloud data through the target segmentation result; performing curved surface fitting according to the point cloud data to obtain a curved surface equation of the mitral valve, and obtaining a three-dimensional curved surface model of the mitral valve through the curved surface equation of the mitral valve. The invention also discloses a corresponding system and equipment. According to the method, automation of personalized mitral valve modeling is realized, and the modeling time is greatly shortened. The curved surface model obtained through automatic modeling can be subjected to three-dimensional zooming rotation checking, and can also be used for measuring the spatial position relation between mitral valve tissue structures.

Description

technical field [0001] The invention relates to the technical field of three-dimensional modeling of medical images, in particular to a personalized mitral valve automatic modeling method, system and equipment. Background technique [0002] Heart disease has become one of the top diseases threatening human health and life safety, including common valvular heart disease, and the incidence rate is increasing year by year. The requirement of non-invasiveness in the diagnosis process of this disease and the formulation of a better operation plan have always been a difficult problem in the medical field. [0003] In recent years, medical imaging diagnostic technology has been greatly improved, and it is of great significance to study the diagnosis and treatment of mitral valve disease based on medical imaging data. With the continuous improvement of software technology and hardware technology, computer-aided diagnosis technology is more and more widely used in the medical field....

AI Technical Summary

Problems solved by technology

[0005]The purpose of the present invention is to solve the problems of time-consuming and labor-intensive manual interactive operation in the existing mitral valve modeling process and the problem that the geometric model cannot reflect individualized features. A personalized mitral valve automatic modeling method, system and equipment

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