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Method and device for generating medical reports

A technology for medical reports and generating equipment, applied in the field of information processing, can solve problems such as high labor costs and prolong patient treatment time, saving time, improving production efficiency, and reducing labor costs.

Active Publication Date: 2019-01-04
PING AN TECH (SHENZHEN) CO LTD
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Problems solved by technology

[0003] In view of this, the embodiment of the present invention provides a method and device for generating a medical report to solve the problem of the existing method for generating a medical report, the labor cost of generating a medical report is high, and the treatment time of a patient is prolonged

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  • Method and device for generating medical reports
  • Method and device for generating medical reports
  • Method and device for generating medical reports

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Embodiment Construction

[0024] In order to make the object, technical solution and advantages of the present invention clearer, 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.

[0025] The embodiment of the present invention determines the visual feature vector and keyword sequence corresponding to the medical image by importing the medical image into the preset VGG neural network. The sequence is used to determine the type of disease contained in the medical image, import the above two parameters into the diagnosis item recognition model, determine the diagnosis item contained in the medical image, and fill in the relevant description phrases and Sentences constitute the paragraphs corresponding to the diagnostic items, and finally the medical report of the medical image ...

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Abstract

The invention is suitable for the field of information processing and provides a method and device for generating medical reports. The method comprises following steps: receiving a medical image to beidentified; importing the medical image into a preset visual geometry group VGG neural network to obtain the visual feature vectors and keyword sequences of the medical image; importing visual feature vectors and keyword sequences into a preset diagnostic item recognition model to determine the corresponding diagnostic items of medical images; based on the extended model of diagnostic items, constructing the paragraphs describing each diagnostic item; generating medical reports of medical images based on paragraphs, keyword sequences and diagnostic items. The invention can automatically output corresponding medical reports according to the characteristics contained in the medical images without manual filling by the doctor, thereby improving the generation efficiency of the medical report, reducing the labor cost and saving the time of diagnosis and treatment of patients.

Description

technical field [0001] The invention belongs to the technical field of information processing, and in particular relates to a method and equipment for generating a medical report. Background technique [0002] With the continuous development of medical imaging technology, doctors can efficiently determine patients' symptoms through medical images, and the time for diagnosis is greatly reduced. Doctors will manually fill in corresponding medical reports based on medical images so that patients can better understand their illnesses. However, the existing methods of generating medical reports, for patients and trainee doctors, cannot directly determine the symptoms from medical images, and need to rely on experienced doctors to fill in, thus increasing the labor cost of generating medical reports, and the efficiency of manual filling It is also lower, which undoubtedly increases the treatment time of patients. Contents of the invention [0003] In view of this, an embodimen...

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Application Information

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IPC IPC(8): G16H15/00
CPCG16H15/00G16H30/20G16H30/40G16H50/20G16H50/70G06N3/08G06N3/044G06N3/049G06V10/82G06V10/40
Inventor 王晨羽王健宗肖京
Owner PING AN TECH (SHENZHEN) CO LTD
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