Data processing method and device and electronic equipment

A technology of data processing and electronic equipment, which is applied in the field of data processing methods, devices and electronic equipment, can solve problems such as staff fatigue and increased misdiagnosis rate, and achieve the effects of improving accuracy, reducing workload, and improving early diagnosis accuracy

Inactive Publication Date: 2019-04-19
SHENZHEN INST OF ADVANCED TECH
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  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

Massive medical imaging data not only brings fatigue to the staff, but also easily leads to an increase in the rate of misdiagnosis

Method used

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  • Data processing method and device and electronic equipment
  • Data processing method and device and electronic equipment
  • Data processing method and device and electronic equipment

Examples

Experimental program
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no. 1 example

[0036] Please refer to image 3 , image 3 A flow chart of a data processing method provided by an embodiment of the present invention is shown, which is applied to the electronic device 100 . The data processing method includes the following steps:

[0037] Step S101, divide the medical image to be analyzed into multiple sub-blocks.

[0038] In the embodiment of the present invention, the above-mentioned medical image to be analyzed may be image data obtained by using medical imaging technology. The above-mentioned medical imaging techniques may include mammography (Mammography, MM), ultrasound (Ultrasonography, US), computed tomography (Computed Tomography, CT), dynamic enhanced magnetic resonance imaging (Magnetic resonance imaging, MRI) and positron emission Tomography (Positron Emission Tomography, PET-CT) and other methods. The above-mentioned various medical imaging technologies have their own advantages. For example, mammography is the most basic and effective meth...

no. 2 example

[0071] Please refer to Figure 6 , Figure 6 A schematic block diagram of a data processing apparatus 300 provided by an embodiment of the present invention is shown. The data processing apparatus 300 is applied to the electronic device 100 and includes a division module 301 , a processing module 302 and a determination module 303 .

[0072] A division module 301, configured to divide the medical image to be analyzed into multiple sub-blocks.

[0073] In the embodiment of the present invention, the above-mentioned dividing module 301 may be used to execute the above-mentioned step S101.

[0074] The processing module 302 is configured to use the mammary gland data analysis model to classify each of the sub-blocks, so as to obtain a corresponding prediction score.

[0075] In the embodiment of the present invention, the above-mentioned processing module 302 may be used to execute the above-mentioned step S102.

[0076] The determination module 303 is configured to determine...

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Abstract

The invention discloses a data processing method and device and electronic equipment, and relates to the technical field of medical data processing. The method comprises the following steps: dividinga to-be-analyzed medical image into a plurality of sub-image blocks; Carrying out classification processing on each sub-image block by utilizing the breast data analysis model to obtain a corresponding prediction score; And determining a classification result corresponding to the to-be-analyzed medical image based on the prediction score corresponding to each sub-image block. According to the scheme, the breast analysis problem based on the medical image level is converted into the breast analysis problem based on the sub-block level; The breast cancer early-stage diagnosis method is more suitable for analysis of breast medical image data, is convenient for providing reliable reference data for professional medical staff, reduces the workload of the professional medical staff, and assistsin improving the breast cancer early-stage diagnosis accuracy.

Description

technical field [0001] The present invention relates to the technical field of medical data processing, in particular, to a data processing method, device and electronic equipment. Background technique [0002] Breast cancer is one of the most common malignant tumors in women, which seriously threatens women's health with its high incidence and high mortality. However, its uncertain pathogenesis and insidious condition make it difficult to detect early breast cancer. [0003] At present, medical imaging technology is the main means of diagnosing breast cancer. However, the analysis of breast medical images relies on medical professionals. However, the number of professional medical staff is relatively small, and the number of cancer patients is increasing. Massive medical imaging data not only brings fatigue to the staff, but also easily leads to an increase in the rate of misdiagnosis. [0004] Therefore, there is an urgent need for a method for assisting professional m...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/62G06N3/04G06N3/08G16H30/20
CPCG06N3/08G16H30/20G06V10/513G06N3/045G06F18/24G06F18/214
Inventor 艾红刘志华朱木春胡帆
Owner SHENZHEN INST OF ADVANCED TECH
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