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Personalized medical decision supporting system based on collaborative filtering and recommendation

A collaborative filtering and decision support technology, applied in special data processing applications, instruments, electrical digital data processing, etc., can solve problems such as limitations

Inactive Publication Date: 2017-09-15
为朔生物医学有限公司
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

As a result, medical intervention occurs after the patient has already developed the disease and is often severely limited by the experience and knowledge of the physician

Method used

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  • Personalized medical decision supporting system based on collaborative filtering and recommendation
  • Personalized medical decision supporting system based on collaborative filtering and recommendation
  • Personalized medical decision supporting system based on collaborative filtering and recommendation

Examples

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Embodiment Construction

[0063] Embodiments of the present invention are described in detail below, examples of which are shown in the drawings, wherein the same or similar reference numerals designate the same or similar elements or elements having the same or similar functions throughout. The embodiments described below by referring to the figures are exemplary and are intended to explain the present invention and should not be construed as limiting the present invention.

[0064] Advice Services Overview

[0065] Suggested treatment plans based on similar profiles across different patients support emerging patient-driven healthcare models, and networks of health organizations can provide a comprehensive view of patient health by encompassing deeper and broader condition information. To identify potentially relevant conditions, some health organization networks have used other features such as self-tracking and collaborative filtering, which extracts information by using suggestions from others. Th...

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Abstract

The present invention provides a personalized medical decision supporting system based on collaborative filtering and recommendation. The system is characterized by comprising a medical record original database, a definition target retrieval module, and a recommendation and retrieval filtering system. The medical record original database comprises a treatment history file, a personal electronic medical record file and other related files of a patient. The definition target retrieval module is used for generating a patient feature matrix based on data in the medical record original database and converting the patient feature matrix to a retrieval feature matrix. The recommendation and retrieval filtering system is used for treating a specific disease according to selection and design, and referring to other patients for therapeutic side effects studies and / or other purposes. The system provided by the present invention is designed to support cancer specialists in selecting the optimal treatment regimen at each decision node.

Description

technical field [0001] The invention relates to the technical field of data retrieval, in particular to a personalized medical decision support system based on collaborative filtering and suggestions. Background technique [0002] The advantages of using information technology in clinical practice are widely recognized by medical professionals today. However, because readers have limited knowledge tools and insufficient background knowledge, it may be difficult to obtain more data from diagnostic reports. [0003] In order to be able to fully mine existing healthcare information and provide doctors with improved personalized support tools, it is necessary to integrate some information retrieval techniques in medical decision support systems, such as recommendation systems. [0004] Advice services are widely used today to provide advice information, such as products purchased through e-commerce sites, rental and ordering, etc. To run such a service, a list of items or char...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F19/00
Inventor 郭栋梁连杰牟晓佳
Owner 为朔生物医学有限公司
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