Data processing system and electronic equipment for obtaining tumor position and outline in ct images

Abstract

The present disclosure provides a data processing system and electronic equipment for acquiring the position and contour of a tumor in a CT image, acquiring a CT image, and performing image segmentation on the acquired CT image by using a particle swarm optimization algorithm to obtain a segmented CT image data matrix; Establish a QSOFM classifier model, use the segmented CT image data matrix for model training; use the QSOFM classifier model to identify the cancerous tumor types in the CT image, and obtain the location and contour of the cancerous tumor in the CT image based on the multi-connected region segmentation method Information; this disclosure makes image segmentation more detailed and reduces redundant data, which makes the automatic puncture device have a higher recognition rate of tumors in CT images, and locates the tumor position more quickly and accurately, and improves the automation of the automatic puncture device. Computer-assisted therapy lays the groundwork.

Description

technical field [0001] The present disclosure relates to the technical field of image processing, and in particular to a data processing system and electronic equipment for acquiring the position and contour of a tumor in a CT image. Background technique [0002] The statements in this section merely provide background information related to the present disclosure and may not necessarily constitute prior art. [0003] At present, there are various image-based tumor recognition methods, and most of them have outstanding recognition effects. The most commonly used methods are recognition methods based on convolutional neural networks, traditional sliding window methods, and eigenvalue methods. [0004] The inventors of the present disclosure have found in research that with the further development of computer technology and robot technology, some basic medical operations are gradually replaced by mechanical devices. For puncture processing, these devices are currently unable ...

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Problems solved by technology

[0004] The inventors of the present disclosure found in research that with the further development of computer technology and robot technology, some basic medical operations are gradually replaced by mechanical devices. Perform puncture processing, and these devices are currently unable to perform effective data processing on acquired CT images to obtain tumor location and contour information in CT images, thus limiting the development of automatic puncture devices

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