A method for comprehensive efficacy evaluation of treatment regimens based on real-world clinical data

A technology of treatment plans and clinical data, applied in the field of comprehensive efficacy evaluation of treatment plans based on real-world clinical data, it can solve problems such as differences in treatment effects and inability to evaluate treatment plans more accurately, so as to reduce pain and improve the overall treatment effect. , to ensure the effect of stability

Active Publication Date: 2021-11-23
BGI WUHAN CO
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  • Claims
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Problems solved by technology

Therefore, there are differences in the therapeutic effects of different treatment options, but it is still impossible to accurately evaluate the effect of a certain treatment option, which may cause patients to suffer more

Method used

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  • A method for comprehensive efficacy evaluation of treatment regimens based on real-world clinical data
  • A method for comprehensive efficacy evaluation of treatment regimens based on real-world clinical data
  • A method for comprehensive efficacy evaluation of treatment regimens based on real-world clinical data

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Embodiment Construction

[0039] The principles and features of the present invention will be described below with reference to the accompanying drawings, and the exemplary examples are intended to be construed as not intended to limit the scope of the invention.

[0040] like figure 1 As shown, a comprehensive efficacy assessment model of the treatment plan of the embodiment of the present invention includes the following steps:

[0041] S11, based on clinical data acquisition score and integral state score, wherein each of the dimensions features correspond to a standard description text, and the standard description text includes symptoms and inspections in time order. Description Description, Symptom Introduction Description and Change Description of the Inspection Index Sounds respectively correspond to multiple levels.

[0042] Specifically, the source of data may be basic information (gender, age, etc.) of a certain medical record of the hospital, past history, various inspection detection indicator...

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Abstract

The invention relates to a comprehensive curative effect evaluation method of a treatment plan based on real-world clinical data. It includes: obtaining the scores of multiple dimensional features of the patient and the scoring of the overall state based on clinical data, wherein each dimensional feature corresponds to a standard description text; obtaining the word vector of the standard description text, using the word vector as input, according to the dimensional feature The loss is calculated by the mean square error of the rating and the model prediction score, and the preset first model is trained to obtain the dimensional feature scoring model; the dimensional feature score is used as input, and the mean square error calculation is based on the overall state score and the model prediction score Loss, train the preset second model to obtain the overall state scoring model. The technical scheme of the present invention can more accurately evaluate the effect of a certain treatment scheme, help to reduce the suffering of patients, and even improve the overall treatment effect.

Description

Technical field [0001] The present invention relates to the field of computer applications, and in particular, a comprehensive efficacy assessment method based on the treatment plan based on real world clinical data. Background technique [0002] Patients may obtain different treatment programs due to their own physical reasons, or factors based on their own physical reasons or factors based on different physicians. Regardless of the different patients, the overall state of the same patient, such as a single symptom or body index change, whether using different patients, and for the same treatment plan. The overall state and dimensional characteristics can be evaluated by quantifying the score, such as different situations such as normal, abnormal or deterioration, and different situations. Therefore, the treatment effect of different treatment regimens is different, but it is not possible to assess the effect of a treating program more accurately, which may make the patient to w...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G16H70/20G16H50/70
CPCG16H50/70G16H70/20
Inventor 刘宇云王雷张奥萌吕龙挺李涛吕翰林方欢
Owner BGI WUHAN CO
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