Clinical path mining method and device, equipment and storage medium

A technology of clinical pathways and clinical data, applied in the field of digital medicine, can solve problems such as poor flexibility of clinical pathways and failure to consider differences in patients' conditions

Pending Publication Date: 2021-04-13
PING AN TECH (SHENZHEN) CO LTD
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  • Claims
  • Application Information

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Problems solved by technology

[0003] The main purpose of this application is to provide a mining method, device, equipment, and storage medium for clinical pathways, aiming to solve the problem that the clinical pathways specified b...

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  • Clinical path mining method and device, equipment and storage medium
  • Clinical path mining method and device, equipment and storage medium
  • Clinical path mining method and device, equipment and storage medium

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Embodiment Construction

[0047] In order to make the purpose, technical solution and advantages of the present application clearer, the present application 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 application, and are not intended to limit the present application.

[0048]In order to solve the technical problem that the clinical path designated by experts in the prior art does not take into account the differences in patient conditions in actual situations, resulting in poor flexibility of the designated clinical path, this application proposes a clinical path mining method, the method Applied to the field of digital medical technology, the method can also be applied to the field of artificial intelligence technology. The mining method of the clinical path obtains the patient behavior by clustering the clinical data of multiple patien...

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Abstract

The invention relates to the technical field of digital medical treatment, and discloses a clinical path mining method and device, equipment and a storage medium, and the method comprises the steps: obtaining to-be-analyzed clinical data of a target disease, the to-be-analyzed clinical data being clinical data obtained according to the historical clinical data of a plurality of patients corresponding to the target disease; carrying out matrix construction on the clinical data to be analyzed to obtain a clinical data matrix to be analyzed; clustering patient behaviors of the clinical data matrix to be analyzed according to charging items to obtain a patient behavior set corresponding to the clinical data to be analyzed; carrying out patient behavior matching and replacement on the charging items of the to-be-analyzed clinical data by adopting the patient behavior set to obtain a clinical patient behavior sequence corresponding to the to-be-analyzed clinical data; and performing time sequence frequent set mining according to the clinical patient behavior sequence to obtain a plurality of target clinical paths corresponding to the target disease. Therefore, the flexibility and interpretability of the clinical path obtained by mining are improved.

Description

technical field [0001] The present application relates to the field of digital medical technology, in particular to a clinical path mining method, device, equipment and storage medium. Background technique [0002] Clinical pathway refers to the establishment of a set of standardized treatment models and procedures for a certain disease. It is a comprehensive model related to clinical treatment, guided by evidence-based medical evidence and guidelines to promote treatment organization and disease management. Play the role of standardizing medical behavior, reducing variation, reducing cost and improving quality. The clinical pathways in the prior art are generally specified by experts, but in actual application, there are the following defects: because the experts do not take into account the differences in the actual conditions of patients in the process of specifying the clinical pathways, resulting in the flexibility of the specified clinical pathways The accuracy is poo...

Claims

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Application Information

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IPC IPC(8): G16H70/20G16H50/70G06K9/62
CPCG16H70/20G16H50/70G06F18/23
Inventor 唐蕊蒋雪涵孙行智
Owner PING AN TECH (SHENZHEN) CO LTD
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