Ultrasonic image three-dimensional reconstruction method for intelligent medical auxiliary diagnosis

A technology for ultrasound imaging and auxiliary diagnosis, applied in neural learning methods, 3D modeling, image data processing, etc., can solve problems such as immaturity and difficulty in recovering camera parameters
CN112700535AActive Publication Date: 2021-04-23EAST CHINA NORMAL UNIV
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Patent Information

Authority / Receiving Office
CN · China
Patent Type
Applications(China)
Current Assignee / Owner
EAST CHINA NORMAL UNIV
Publication Date
2021-04-23

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Abstract

The invention discloses an ultrasonic image three-dimensional reconstruction method for intelligent medical auxiliary diagnosis, and the method is characterized in that the method achieves the unsupervised learning and training, can obtain a three-dimensional structure according to an inputted ultrasonic image sequence, designs three convolutional neural networks A, B and C, obtains network parameters through training. A three-dimensional structure of an ultrasonic image is acquired. Three-dimensional reconstruction of the ultrasonic image can be effectively achieved, in artificial intelligence auxiliary diagnosis, the effect of auxiliary diagnosis and the 3D visual reconstruction result are brought into full play, and the efficiency of auxiliary diagnosis can be improved.
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Description

technical field

[0001] The invention belongs to the ultrasonic image intelligent auxiliary diagnosis technology in the field of computer technology, and in particular relates to an ultrasonic image three-dimensional reconstruction method for intelligent medical auxiliary diagnosis. Background technique

[0002] In recent years, artificial intelligence technology has brought an important technological revolution to the information field. Image 3D reconstruction technology is a key technology for medical aided diagnosis, and its research is of great significance.

[0003] Recently, in the technical research of medical aided diagnosis, in the research of 3D image reconstruction technology, some 3D reconstruction technologies related to CT images and MRI images have appeared. Due to certain difficulties, the current research on the three-dimensional reconstruction technology of ultrasound images is not yet mature. How to establish an effective deep learning network model to eff...

Claims

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