Ultrasonic or CT medical image three-dimensional reconstruction method based on feature migration

Abstract

The invention discloses an ultrasonic or CT medical image three-dimensional reconstruction method based on feature migration. Feature migration from an ultrasonic image to a CT image is realized by adopting unsupervised learning, utilizing a visual method and by feature migration principle and sharing a network parameter mechanism according to the characteristics of medical image acquisition. The three-dimensional reconstruction of the ultrasonic image and the CT image can be realized, the three-dimensional reconstruction of the ultrasonic image or the CT image can be effectively realized, and a rapid 3D visual reconstruction result can be provided in artificial intelligence auxiliary diagnosis, so that the efficiency of the auxiliary diagnosis is improved.

Description

technical field

[0001] The invention belongs to the intelligent auxiliary diagnosis technology of ultrasound or CT images in the field of computer technology, and relates to a three-dimensional reconstruction method for auxiliary diagnosis. With the help of the imaging rules of natural images and the learning strategy of artificial intelligence, a transfer learning mechanism is established to solve the problem. Application of fast 3D reconstruction of ultrasound or CT medical images. Background technique

[0002] In recent years, with the rapid development of artificial intelligence technology, the research on key technologies of medical aided diagnosis is of great significance. At present, in the research of 3D reconstruction technology of medical imaging, due to the difficulty of recovering camera parameters, there are certain difficulties in the research of 3D reconstruction technology of medical imaging, especially the reconstruction of complex models will bring time com...

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