Intelligent information capturing and evaluating method and system for trauma severity of traumatic inpatient

Abstract

The invention relates to an intelligent information capturing and evaluating method and system for trauma severity of a traumatic inpatient. The method comprises the following steps of: extracting scoring related information for scoring trauma severity from medical record information; comparing the extracted scoring related information with a trauma severity scoring standard to form trauma severity scores; through medical record analysis, obtaining text content thereof, and analyzing the trauma severity scoring standard to obtain a trauma part name and a trauma condition name; performing searching and positioning through trauma part keywords and trauma condition name keywords to obtain a statement for describing a trauma as a trauma instance of a medical record, performing calculating to obtain k trauma description samples most similar to the trauma instance by utilizing a word vector and a KNN algorithm, and taking a trauma severity score corresponding to most of the trauma description samples as the trauma severity score of the trauma description instance, thereby achieving automatic scoring. The system includes a processor for score calculation and a program memory and a data memory.

Description

technical field [0001] The invention relates to a method for capturing and evaluating intelligent information of trauma severity of inpatients with trauma, and also relates to a system for capturing and evaluating intelligent information of trauma severity of inpatients with trauma using the method, which belongs to the technical field of medical treatment and data processing. Background technique [0002] Medical records refer to the sum of text, symbols, charts, images, slices and other materials formed by medical personnel during medical activities, including outpatient (emergency) medical records and inpatient medical records. Under the current technical background, medical records are mostly in the form of electronic data. That is, electronic medical records to facilitate data collection, storage and use. According to needs, they can also be printed into paper medical records. [0003] Trauma scoring method is to use a standard method to evaluate the severity of trauma ...

AI Technical Summary

Problems solved by technology

[0004]However, at present, the scoring of trauma severity in hospitals in our country is still lacking. Doctors have no time to take care of trauma severity scoring in their busy work, resulting in few serious injuries in hospital records. The degree score is documented, but the relevant information on which the score is based is generally documented in the medical record