Intelligent digital image processing system for urinary surgery

Abstract

The invention discloses an intelligent digital image processing system for urinary surgery. The intelligent digital image processing system comprises a medical image collection module, an image preprocessing module, a lesion region identification module, a three-dimensional reconstruction module, a size measuring module and a diagnosis report generation module, wherein the medical image collectionmodule is used for collecting medical image data; the image preprocessing module is used for completing denoising processing of an medical image and realizing automatic threshold segmentation to obtain a binary image; the lesion region identification module is used for realizing identification of a lesion region in the binary image of the medical image based on a Dssd_Inception_V3 model and outputting a corresponding preliminary diagnosis result; the three-dimensional reconstruction module is used for reconstructing a human organ three-dimensional model according to the medical image data andthe preliminary diagnosis result; the size measuring module is used for acquiring lesion region three-dimensional size data by calling a corresponding measuring scale; and the diagnosis report generation module is used for filling the preliminary diagnosis result and the corresponding lesion region three-dimensional size data into a prefabricated template to generate a diagnosis report. Accordingto the intelligent digital image processing system, automatic and accurate identification, positioning and comprehensive evaluation of the lesion region are realized.

Description

technical field [0001] The invention relates to the field of medical image data processing, in particular to an intelligent digital image processing system for urology. Background technique [0002] At present, the traditional computer-aided measurement (CAM) and computer-aided diagnosis (CAD) technologies in the existing urology medical image data processing system have many limitations, and the detection results are one-sided, non-intuitive, and cannot be truly meaningful. It can achieve comprehensive and accurate analysis of human organs, and at the same time, there is a great dependence on the work experience of the inspectors. Contents of the invention [0003] In order to solve the above problems, the present invention provides an intelligent digital image processing system for urology, which realizes automatic and accurate identification, positioning and comprehensive evaluation of lesion areas. [0004] In order to achieve the above object, the technical schem...

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Problems solved by technology

[0002] At present, the traditional computer-aided measurement (CAM) and computer-aided diagnosis (CAD) technologies in the existing urology medical image data processing system have many limitations, and the detection results are one-sided, non-intuitive, and cannot be truly meaningful. Realize comprehensive and accurate analysis of human organs, and at the same time, there is a great dependence on the work experience of the inspectors

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