Method for establishing blood transfusion adverse reaction database, storage system and active early warning system

A data storage system and adverse reaction technology, applied in the medical field, can solve problems such as misdiagnosis, missed diagnosis, non-reporting and insufficient control, and achieve the effects of improving missed reports, reducing blood transfusion risks, and saving medical costs

Pending Publication Date: 2020-04-24
GENERAL HOSPITAL OF PLA +1
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  • Abstract
  • Description
  • Claims
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Problems solved by technology

For the form of voluntary reporting, some minor reactions may not be reported or clinical medical staff do not have enough professional knowledge, and misdiagnosis and missed diagnosis are inevitable.

Method used

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  • Method for establishing blood transfusion adverse reaction database, storage system and active early warning system
  • Method for establishing blood transfusion adverse reaction database, storage system and active early warning system
  • Method for establishing blood transfusion adverse reaction database, storage system and active early warning system

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Experimental program
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Embodiment approach

[0095]As a preferred embodiment, the system also includes:

[0096] A receiving unit, configured to receive manual feedback data on prediction results;

[0097] A model correction unit, configured to automatically use the feedback data to train a model.

[0098] Establish a monitoring and active early warning system. By building a large database of adverse reactions to blood transfusion, desensitize, clean, and convert the data, and establish a new model that combines machine learning and artificial intelligence algorithms to achieve automatic real-time data verification and model optimization; finally Developed a set of intelligent monitoring and active warning model system for adverse reactions of blood transfusion. Through the model established by big data, the possible conclusions of adverse reactions of blood transfusion (definite, probable, probable, suspected, uncertain, excluded) are automatically analyzed during and after each blood transfusion. It can not only make...

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Abstract

The invention discloses a method for establishing a blood transfusion adverse reaction database. The method comprises the steps of acquiring main index information through a first interface; establishing connection with different systems through a plurality of different second interfaces, and obtaining corresponding diagnosis and treatment data from the different systems according to the main index information, wherein the diagnosis and treatment data comprises structured data and unstructured data; and associating the acquired diagnosis and treatment data according to the main index information, storing the structured data in a database cluster and a search engine cluster, and storing the unstructured data in a distributed object storage server. According to the invention, the probabilityof missing report and false report of blood transfusion adverse reactions is expected to be improved, suspicious adverse reactions are intervened and treated in time, the blood transfusion risk can be reduced, the average hospitalization date of patients is reduced, the medical cost is saved, and the economic benefit and social benefit are increased.

Description

technical field [0001] The invention relates to the field of medical technology, in particular to a method for establishing a blood transfusion adverse reaction database, a storage system and an active early warning system. Background technique [0002] Blood transfusion has become one of the irreplaceable means of treatment in clinical rescue and treatment, but at the same time, there are huge risks. Adverse blood transfusion reactions are the most common adverse events that occur after transfusion of blood components, which can not only cause severe discomfort to patients, affect the efficacy of transfusion and even threaten the lives of patients, but also bring additional cost burdens to the social health care system. Close monitoring of blood transfusion process is the core element related to blood transfusion safety in clinical blood quality management. Although the incidence of blood transfusion-related adverse reactions is relatively low, about 77.5 times out of 100,...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G16H50/70G16H10/60G16H70/00
CPCG16H10/60G16H50/70G16H70/00
Inventor 汪德清于洋江颖封彦楠程世军
Owner GENERAL HOSPITAL OF PLA
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