Medical report generation method and related device and equipment

A technology for generating medical reports and reports, which is applied in medical reports, medical images, and healthcare informatics. comprehensive effect

Pending Publication Date: 2022-07-29
SHANGHAI SENSETIME INTELLIGENT TECH CO LTD +1
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] The existing medical image report generation system is mainly for the report generation of a single medical image, or for the automatic generation of medical image reports of multi-view images of a single lesion, with a single scope of application

Method used

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  • Medical report generation method and related device and equipment
  • Medical report generation method and related device and equipment
  • Medical report generation method and related device and equipment

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Embodiment Construction

[0037] The solutions of the embodiments of the present application will be described in detail below with reference to the accompanying drawings.

[0038] In the following description, for purposes of illustration and not limitation, specific details such as specific system structures, interfaces, techniques, etc. are set forth in order to provide a thorough understanding of the present application.

[0039] The term "and / or" in this article is only an association relationship to describe the associated objects, indicating that there can be three kinds of relationships, for example, A and / or B, it can mean that A exists alone, A and B exist at the same time, and A and B exist independently. B these three cases. In addition, the character " / " in this document generally indicates that the related objects are an "or" relationship. Also, "multiple" herein means two or more than two. In addition, the term "at least one" herein refers to any combination of any one of the plurality...

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Abstract

The invention discloses a medical report generation method, a related device and equipment, and the method comprises the steps: obtaining a plurality of medical images of a target object; performing feature extraction on the target object in each medical image to obtain various index data of the target object; screening the multiple kinds of index data of the target object to obtain target index data in each kind of index data; and generating a medical report based on the target index data in each type of index data. According to the scheme, the diversity and comprehensiveness of the medical report can be improved, the pertinence and intuition of the medical report are improved, and the physiological condition display of the medical report is facilitated.

Description

technical field [0001] The present application relates to the technical field of report generation, and in particular, to a medical report generation method and related devices and equipment. Background technique [0002] With the development of deep learning, neural networks have brought significant progress to many fields such as computer vision, natural language processing, and speech processing. There is a large amount of image and text data in the medical field, which provides a good research foundation for deep learning based on big data. The writing of medical image reports requires doctors to have professional medical knowledge, read medical images and the ability to write professional image reports, involving knowledge engineering, computer vision and natural language processing and many other fields. [0003] In recent years, a lot of work has focused on the use of deep learning technology to realize the generation from medical images to medical texts. This type o...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G16H15/00G16H30/20G06T7/00G06V10/40G06V10/764
CPCG16H15/00G16H30/20G06T7/0012G06V10/40G06V10/765
Inventor 吴及郭辰仪王道烩张少霆胡志强
Owner SHANGHAI SENSETIME INTELLIGENT TECH CO LTD
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