Medical misdiagnosis detection method and device, electronic equipment and storage medium

Abstract

The invention relates to artificial intelligence, and provides a medical misdiagnosis detection method and device, electronic equipment and a storage medium. The method can obtain main complaint dataand to-be-diagnosed diseases from a medical misdiagnosis detection request, determine a to-be-diagnosed user, obtain the current medical history of the to-be-diagnosed user, extract the main complaintdata and entities in the current medical history, and obtain a disease entity. A target entity associated with the disease entity is obtained, the weight of the target entity is obtained, the targetentity is converted into a medical knowledge feature vector based on the weight, the main complaint data is processed to obtain a text feature vector, a medical knowledge feature vector and a text feature vector are spliced to obtain a target vector, and the target vector is input into a discrimination model to obtain a disease list. When the to-be-diagnosed diseases do not exist in the disease list, the response result of the medical misdiagnosis detection request is determined as misdiagnosis, the misdiagnosis detection rate can be increased, and real-time early warning can be achieved. In addition, the invention further relates to a blockchain technology, and the response result can be stored in the blockchain.

Description

technical field [0001] The present invention relates to the technical field of artificial intelligence, in particular to a medical misdiagnosis detection method, device, electronic equipment and storage medium. Background technique [0002] Due to the huge population base in our country, the number of hospital visits is also very large, which requires doctors to make a diagnosis based on the patient's chief complaint data and related experience in a very short period of time. Due to the difficulty and time limit of systemic diagnosis itself, doctors misdiagnose The rate is higher. In order to reduce the misdiagnosis rate, the existing misdiagnosis detection system also came into being. However, the existing misdiagnosis detection system is often post-event detection, which cannot achieve the effect of real-time early warning. Contents of the invention [0003] In view of the above, it is necessary to provide a medical misdiagnosis detection method, device, electronic equ...

AI Technical Summary

Problems solved by technology

However, the existing misdiagnosis detection system is often post-event detection, which cannot achieve the effect of real-time early warning

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