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Computer vision-based tumor identification method and apparatus

A computer vision and tumor technology, applied in the field of medical image recognition, can solve problems such as missed diagnosis and misdiagnosis, and achieve the effect of reducing workload and providing intuitive and reliable scientific basis

Inactive Publication Date: 2018-08-14
上海点医计算机科技有限公司
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

However, CT lung scans currently used for chest diagnosis are mostly two-dimensional black and white images. For some special parts, it is difficult for doctors to accurately judge whether there are small nodules by looking at the images, so it is easy to cause misdiagnosis and misdiagnosis.

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  • Computer vision-based tumor identification method and apparatus
  • Computer vision-based tumor identification method and apparatus
  • Computer vision-based tumor identification method and apparatus

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Embodiment Construction

[0021] The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only some, not all, embodiments of the present invention. The components of the embodiments of the invention generally described and illustrated in the figures herein may be arranged and designed in a variety of different configurations. Accordingly, the following detailed description of the embodiments of the invention provided in the accompanying drawings is not intended to limit the scope of the claimed invention, but merely represents selected embodiments of the invention. Based on the embodiments of the present invention, all other embodiments obtained by those skilled in the art without making creative efforts belong to the protection scope of the present invention.

[0022] Aiming at the difficult-to-observe problem ex...

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Abstract

The invention provides a computer vision-based tumor identification method and apparatus, and relates to the field of medical image identification. The method comprises the steps of reading a medicaldetection image and analyzing the medical detection image into a three-dimensional body image; identifying normal tissues and nodules through data feature comparison; extracting nodule feature data; and judging nodule types through the data feature comparison. The workload of doctors is greatly reduced; the possibly worsened tumor nodules can be identified completely and efficiently; an intuitivethree-dimensional model is formed; and an intuitive and reliable scientific basis is provided for performing early diagnosis of tumors and providing correct treatment schemes.

Description

technical field [0001] The invention relates to the field of medical image recognition, in particular to a method and device for computer vision recognition of tumors. Background technique [0002] CT (Computed Tomography, that is, computerized tomography) is a full-featured disease detection instrument, which is the abbreviation of computerized tomography. The working procedure of CT is as follows: according to the different absorption and transmittance of X-rays by different tissues of the human body, it uses a highly sensitive instrument to measure the human body, and then inputs the data obtained from the measurement into the computer, and the computer controls the X-ray. After the data is processed, the cross-sectional or three-dimensional images of the inspected parts of the human body can be taken, and small lesions in any part of the body can be found. [0003] CT scans a layer of a certain thickness of a certain part of the human body with an X-ray beam. The X-rays...

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Application Information

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IPC IPC(8): G06K9/00G06T7/00G06T7/136
CPCG06T7/0012G06T2207/10081G06T2207/30061G06T2207/30096G06V20/695
Inventor 吴焜徐向军
Owner 上海点医计算机科技有限公司