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Method and device for predicting effect after application of treatment scheme

A technology of treatment plan and prediction method, applied in the fields of medical data mining, medical practical experience/guidance, computer-aided medical procedures, etc., can solve problems such as maintaining high medical level

Pending Publication Date: 2021-09-07
SHENZHEN RAYSIGHT INTELLIGENT MEDICAL TECH CO LTD
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  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

In this situation, it is difficult to ensure that the treatment effect can always be accurately predicted, which makes it difficult to maintain a high medical level and high medical efficiency in the entire medical field

Method used

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  • Method and device for predicting effect after application of treatment scheme
  • Method and device for predicting effect after application of treatment scheme
  • Method and device for predicting effect after application of treatment scheme

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Embodiment Construction

[0064] Example embodiments will now be described more fully with reference to the accompanying drawings. However, example embodiments may be embodied in many forms and should not be construed as limited to the examples set forth herein; Fully conveyed to those skilled in the art. The drawings are merely schematic illustrations of the application and are not necessarily drawn to scale. The same reference numerals in the drawings denote the same or similar parts, and thus repeated descriptions thereof will be omitted.

[0065] Furthermore, the described features, structures, or characteristics may be combined in any suitable manner in one or more example embodiments. In the following description, numerous specific details are provided in order to give a thorough understanding of example embodiments of the present application. However, those skilled in the art will appreciate that the technical solutions of the present application can be practiced without one or more of the sp...

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Abstract

The invention provides a method and device for predicting the effect of a treatment scheme after application, and the method comprises the steps: obtaining an original medical image of a sample biological tissue, and obtaining the feature data, composed of preset data, of the sample biological tissue by taking the original medical image of the sample biological tissue as a reference; taking the feature data of the sample biological tissue as input, taking the physiological state of the sample biological tissue as target output, and performing training to obtain a machine learning model; obtaining an original medical image of the target biological tissue, and obtaining feature data of the target biological tissue formed by the data; obtaining a treatment scheme, and modifying the feature data of the target biological tissue based on the treatment scheme to obtain modified feature data of the target biological tissue; and inputting the modified feature data of the target biological tissue into the machine learning model to obtain the physiological state of the target biological tissue after the treatment scheme is applied. According to the embodiment of the invention, powerful support can be provided for practical activities related to treatment schemes in the medical field.

Description

technical field [0001] The present application relates to the field of smart medical care, in particular to a method and device for predicting the effect of a treatment plan after application. Background technique [0002] In the medical field, it is a fundamental purpose of medical activities to propose and implement corresponding treatment plans for patients to improve their health status. [0003] In the prior art, after the treatment plan is proposed, the actual therapeutic effect after the treatment plan is applied always depends on the personal level and personal experience of the medical staff for prediction. In this situation, it is difficult to ensure that the treatment effect can always be accurately predicted, which makes it difficult to maintain a high medical level and high medical efficiency in the entire medical field. Contents of the invention [0004] One purpose of the present application is to propose a method and device for predicting the effect of a t...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G16H50/70G16H70/20G06N20/00
CPCG16H50/70G16H70/20G06N20/00
Inventor 杨帆马骏兰宏志郑凌霄
Owner SHENZHEN RAYSIGHT INTELLIGENT MEDICAL TECH CO LTD
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