Medical text information processing method and device and storage medium

Abstract

The invention provides a medical text information processing method and device and a computer readable storage medium. The method comprises: preset disease related text information and current medicalrecord data are acquired; wherein the preset disease-related text information represents various disease-related symptom descriptive languages and corresponding symptom crowd information; performingfeature coding on the preset disease-related text information and the current medical record data by utilizing a prediction classification model to obtain disease text features and medical record datafeatures; wherein the prediction classification model is obtained through model training according to preset disease-related text information and historical medical record data, and the correspondingrelation between the medical record data and disease classification is represented through the preset disease-related text information; and carrying out feature fusion and classification processing on the disease text features and the medical record data features through an attention mechanism to obtain a classification result.

Description

technical field [0001] The invention relates to data processing technology in the electronic application field, in particular to a medical text information processing method and device, and a storage medium. Background technique [0002] In recent years, artificial intelligence has been applied more and more in various fields, and has become an important means of decision-making and forecasting in various fields. [0003] At present, knowledge graphs are combined with neural network models in machine learning to achieve event decision-making or prediction in the medical field. Specifically, feature learning is performed on the knowledge map of the disease class to obtain low-dimensional vectors such as entity vectors and relationship vectors, and then these low-dimensional vectors are introduced into the neural network model to implement a certain event decision-making model, and complete event decision-making based on the model and current data . Or, combine the knowledge...

AI Technical Summary

Problems solved by technology

[0004] However, a rich, comprehensive and accurate knowledge map requires a lot of manpower and material resources for labeling, and it takes a long time to organize, and the data acquisition is more comp...

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