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Treatment recommending method, system and device, and storage medium

A recommendation method and technology of electronic devices, applied in medical automated diagnosis, computer-aided medical procedures, medical simulation, etc., can solve problems such as inaccurate treatment recommendations, and achieve the effect of improving rationality and confidence

Pending Publication Date: 2019-05-24
PING AN TECH (SHENZHEN) CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0005] In view of the above problems, the purpose of the present invention is to provide a treatment recommendation method, system, device and storage medium to solve the problems of inaccurate traditional treatment recommendations

Method used

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  • Treatment recommending method, system and device, and storage medium
  • Treatment recommending method, system and device, and storage medium
  • Treatment recommending method, system and device, and storage medium

Examples

Experimental program
Comparison scheme
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Embodiment 1

[0033] Aiming at the problem that the current single treatment recommendation proposed above leads to the inaccuracy of the current treatment recommendation plan, the present invention provides an auxiliary treatment recommendation method that integrates medical guideline knowledge and data-driven decision trees. Basic information, diagnosis results, test results, medication history, disease history and other characteristics and treatment medication data, build a data-driven decision tree model under the guidance of medical guideline knowledge, accurately group clinically similar patients, and analyze similar patient medication patterns Conduct effectiveness analysis (including blood pressure and blood sugar target rate, probability of serious complications after treatment), and realize personalized recommendation of treatment mode.

[0034] In order to specify the treatment recommendation method provided by the present invention, figure 1 The procedure of the treatment recomm...

Embodiment 2

[0079] Corresponding to the above method, the present invention also provides a treatment recommendation system, image 3 The logical structure of the treatment recommendation system according to the embodiment of the present invention is shown.

[0080] like image 3 As shown, the present invention provides a treatment recommendation system 300 , including: a guideline regularization unit 310 , a decision tree construction unit 320 and a decision tree application unit 330 . Among them, the implementation functions of the guideline regularization unit 310, the decision tree construction unit 320, and the decision tree application unit 330 correspond to the corresponding steps of the treatment recommendation method in Embodiment 1. To avoid redundant description, this embodiment does not list them one by one.

[0081] The guideline regularization unit 310 is used to regularize the treatment decision-making knowledge in the medical guideline and transform it into guideline rule...

Embodiment 3

[0111] Figure 4 It is a schematic diagram of the logic structure of the electronic device provided by an embodiment of the present invention. like Figure 4 As shown, the electronic device 40 of this embodiment includes a processor 41 , a memory 42 and a computer program 43 stored in the memory 42 and executable on the processor 41 . When the processor 41 executes the computer program 43, it realizes the steps of the treatment recommendation method in Embodiment 1, for example figure 1 Steps S110 to S130 are shown. Alternatively, when the processor 41 executes the treatment recommendation method, it realizes the functions of the modules / units in the above-mentioned device embodiments, for example image 3 Shown are a guideline regularization unit 310 , a decision tree construction unit 320 and a decision tree application unit 330 .

[0112] Exemplarily, the computer program 43 can be divided into one or more modules / units, and one or more modules / units are stored in the m...

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Abstract

The invention relates to the technical field of artificial intelligence, and provides a treatment recommending method, system and device, and a storage medium. The treatment recommending method includes the steps: regularizing the treatment decision knowledge in a medical guide into guide rules, wherein the guide rules provide the confidence according to the source and the level of evidence, and include three elements: features, operators and thresholds; according to the guide rules and the basic information, diagnosis results, test and inspection results, and medication history of a patient,constructing a decision tree model; and according to the constructed decision tree model, accurately clustering the clinically similar patients, and analyzing the medication modes of the similar patients, thus achieving personalized recommendations for treatment. The treatment recommending method, system and device, and the storage medium can solve the problems of inaccuracy of a traditional treatment recommendation scheme.

Description

technical field [0001] The present invention relates to the technical field of artificial intelligence, and more specifically, to an auxiliary treatment recommendation method, system, device and storage medium integrating medical guidelines and data models. Background technique [0002] Most of the current treatment recommendation methods are based on medical guidelines, that is, extracting optional treatment options for a certain disease from medical guidelines, or recommending treatment options from data through machine learning models and matching methods. [0003] Among them, if the treatment recommendation based only on medical guidelines is relatively rough, there are often many options for the treatment plan, the operability is not enough, and the individuality and similarity of patients are not considered; if the treatment recommendation is only based on data mining, the mined recommendation results Likely to violate clinical guidelines. [0004] In view of the curr...

Claims

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Application Information

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IPC IPC(8): G16H50/20G16H50/50
Inventor 赵惟蒋雪涵廖希洋赵婷婷孙行智胡岗
Owner PING AN TECH (SHENZHEN) CO LTD
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