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Malignant tumor diagnosis and treatment aid decision generation method and device

A technology for assisting decision-making and malignant tumors, which is applied in the field of auxiliary decision-making for the diagnosis and treatment of malignant tumors, to achieve the effect of improving the efficiency of knowledge acquisition and applicability

Pending Publication Date: 2021-04-30
北京万方数据股份有限公司
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  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0004] In view of this, the purpose of this application is to provide a malignant tumor diagnosis and treatment auxiliary decision-making method and device to solve the problem of how to generate highly applicable breast cancer diagnosis and treatment auxiliary decision-making in the prior art

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  • Malignant tumor diagnosis and treatment aid decision generation method and device
  • Malignant tumor diagnosis and treatment aid decision generation method and device
  • Malignant tumor diagnosis and treatment aid decision generation method and device

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Embodiment Construction

[0062] In order to make the purpose, technical solutions and advantages of the embodiments of the present application clearer, the technical solutions in the embodiments of the present application will be clearly and completely described below in conjunction with the drawings in the embodiments of the present application. Obviously, the described embodiments are only It is a part of the embodiments of this application, not all of them. The components of the embodiments of the application 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 application provided in the accompanying drawings is not intended to limit the scope of the claimed application, but merely represents selected embodiments of the application. Based on the embodiments of the present application, all other embodiments obtained by those skilled in the art without...

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Abstract

The invention provides a malignant tumor diagnosis and treatment aid decision generation method and device, and the method comprises the steps: obtaining a search field inputted by a user, carrying out document retrieval according to the search field, and obtaining a breast cancer diagnosis and treatment document; according to a preset literature range, extracting a target literature from the breast cancer diagnosis and treatment literature, and performing knowledge extraction on the target literature through a knowledge extraction model to obtain breast cancer diagnosis and treatment knowledge; performing modular representation on the breast cancer diagnosis and treatment knowledge to obtain a knowledge module; associating the knowledge modules to form a breast cancer modular knowledge base; performing knowledge verification on the breast cancer modular knowledge base according to a preset verification algorithm and a preset rule representation mode; performing knowledge reasoning on the at least one to-be-selected decision according to the verified breast cancer modular knowledge base and a preset uncertainty reasoning algorithm to obtain a possibility value of each to-be-selected decision; and generating a target diagnosis and treatment aid decision according to the to-be-selected decision with the possibility value exceeding a preset possibility threshold.

Description

technical field [0001] The present application relates to the field of auxiliary decision-making for diagnosis and treatment, and specifically relates to a method and device for generating auxiliary decision-making for diagnosis and treatment of malignant tumors. Background technique [0002] Breast cancer is a highly heterogeneous tumor, not only in the differences between different tumors or within the same tumor, but also in the molecular typing of histopathological typing, immunohistochemical features typing and gene expression profiles These subtypes of breast cancer all have different tumor biological characteristics and treatment strategies, such as gene expression, mutation status, treatment response, Prognosis and so on are also very different. Clinicians need to understand the latest breast cancer research progress and apply it reasonably in clinical practice to ensure clinical effect. With the development of individualized diagnosis and treatment and precision m...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G16H50/20G16H50/70G06N5/04G06F16/335G06F16/31
CPCG16H50/20G16H50/70G06N5/04G06F16/335G06F16/31
Inventor 杨风雷张秀梅姚达
Owner 北京万方数据股份有限公司
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