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A method and device for identifying a mammary gland image

A technology for image recognition and mammary glands, which is applied in character and pattern recognition, instruments, biological neural network models, etc., can solve the problems of high subjectivity in recognition, low efficiency of mammary gland imaging, and difficulty in obtaining accurate results, so as to reduce the amount of parameters and improve Effectiveness, the effect of improving the accuracy rate

Active Publication Date: 2019-03-08
HANGZHOU YITU MEDIAL TECH CO LTD
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Problems solved by technology

[0004] Embodiments of the present invention provide a method and device for mammary gland image recognition, which are used to solve the problems in the prior art that the efficiency of judging mammary gland images based on doctor's experience is low, the recognition is relatively subjective, and it is difficult to obtain accurate results

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  • A method and device for identifying a mammary gland image
  • A method and device for identifying a mammary gland image
  • A method and device for identifying a mammary gland image

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Embodiment Construction

[0045] In order to make the object, technical solution and beneficial effects of the present invention more clear, the present invention will be further described in detail below in conjunction with the accompanying drawings and embodiments. It should be understood that the specific embodiments described here are only used to explain the present invention, not to limit the present invention.

[0046] In the embodiment of the present invention, a mammogram is taken as an example for an exemplary description, and other images are not repeated here. Breast is to use low-dose (about 0.7 millisievert) X-rays to examine human (mainly female) breasts. It can detect various breast tumors, cysts and other breast lesions, which is helpful for early detection of breast cancer and reduces its risk. mortality rate. Some countries encourage older women (generally over 45 years of age) to undergo regular mammography (at intervals ranging from one to five years) to detect early breast cancer...

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Abstract

The embodiment of the invention provides a method and device for identifying a mammary gland image, which relates to the technical field of machine learning. The method comprises the following steps of acquiring the mammary gland image; determining a region of interest ROI of a breast lesion in the breast image and a glandular classification of the breast according to the breast image; determiningbreast lesion signs of the ROI according to the ROI; determining the classification of the breast image according to the breast lesion signs of the ROI and the glandular classification of the breast.

Description

technical field [0001] Embodiments of the present invention relate to the technical field of machine learning, and in particular to a method and device for breast image recognition. Background technique [0002] At present, breast imaging can use low-dose X-rays to examine human breasts. It can detect various breast tumors, cysts and other breast lesions, which is helpful for early detection of breast cancer and reduces its mortality. Breast imaging is an effective detection method that can be used to diagnose a variety of female breast-related diseases. Of course, the most important use is still in the screening of breast cancer, especially early breast cancer. Therefore, if we can effectively detect various early manifestations of breast cancer on mammography, it will be of great help to doctors. [0003] After a patient takes a breast image, the doctor diagnoses the breast image based on personal experience. This method is inefficient and has a high degree of subjectivi...

Claims

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Application Information

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IPC IPC(8): G06K9/32G06K9/46G06K9/62G06N3/04
CPCG06V10/25G06V10/462G06N3/045G06F18/214G06F18/241
Inventor 魏子昆杨忠程丁泽震
Owner HANGZHOU YITU MEDIAL TECH CO LTD
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