Malignant tumor diagnosis and treatment knowledge acquisition method and device

A technology for knowledge acquisition and malignant tumors, applied in neural learning methods, medical data mining, computer-aided medical procedures, etc., can solve problems such as efficient extraction of diagnosis and treatment knowledge
CN112699230APending Publication Date: 2021-04-23北京万方数据股份有限公司

Patent Information

Authority / Receiving Office
CN · China
Current Assignee / Owner
北京万方数据股份有限公司
Publication Date
2021-04-23

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Abstract

The invention provides a malignant tumor diagnosis and treatment knowledge obtaining method and device, and the method comprises the steps: receiving the literature range selection information of a user side, and screening a target literature from a breast cancer literature library according to the literature range selection information; wherein the literature range selection information comprises literature selection information and literature content selection information; randomly selecting a preset number of literatures from the target literatures to form a training corpus, and performing model training according to the training corpus to obtain a knowledge extraction model; performing knowledge extraction on the target literature through the knowledge extraction model to obtain knowledge information to be processed; and performing standardized word matching on the to-be-processed knowledge information according to a preset knowledge dictionary, and performing knowledge arrangement on the matched standardized words to obtain standardized knowledge.
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Description

technical field

[0001] The present application relates to the field of medical knowledge processing, in particular, to a method and device for acquiring knowledge of diagnosis and treatment of malignant tumors. Background technique

[0002] Breast cancer is a highly heterogeneous tumor. The progress of evidence-based medicine has refined the subtypes of breast cancer. The related conditions of different subtypes are different, including pathological tissue, phenotype, response to treatment, etc. At the same time , gene profiling and next-generation sequencing in precision medical detection technology have promoted the continuous discovery of new subtypes. While the above-mentioned rapid medical advances have further improved the level of accurate and individualized diagnosis and treatment of breast cancer, the publication of a large amount of data and literature results has also increased the pressure on breast cancer clinicians to learn new knowledge. In order to solve thi...

Claims

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