Medical data screening method and device, computer equipment and storage medium

Abstract

The invention relates to the technical field of data processing, and provides a medical data screening method and device, computer equipment and a storage medium. The method comprises the following steps: obtaining medical data to be screened, determining medical records contained in the to-be-screened medical data, collection of medical record data coding rules, verifying the initial coded data in each medical record; marking the medical record of which the verification result does not accord with the medical record data coding rule as a first type of coded suspicious medical record; the method comprises the following steps: acquiring diagnosis data of unmarked medical records and initial diagnosis codes corresponding to the diagnosis data, performing code prediction on the diagnosis datato obtain prediction diagnosis codes of the unmarked medical records, marking second-class coded suspicious medical records of which the initial diagnosis codes are different from the prediction diagnosis codes, and screening out target medical records by collecting the two classes of coded suspicious medical records. Through a secondary verification mode, the information coverage range of data verification is expanded, target medical records with codes which do not conform to rules and have coding errors are screened out, and accurate screening of medical data is achieved.

Description

technical field [0001] The present application relates to the technical field of data processing, in particular to a medical data screening method, device, computer equipment and storage medium. Background technique [0002] With the gradual implementation of the reform of the medical system, more and more places have begun to adopt a new medical insurance model managed by disease groups (DRGs, Diagnosis Related Groups, disease diagnosis-related classification, etc.) or disease types. Compared with traditional project-based management, this type of management can better manage diagnosis and treatment behaviors and reduce medical expenses. But at the same time, it is also easy to induce some risks that regulators will not or pay less attention to under the traditional supervision model, so medical data needs to be reviewed. [0003] Due to the huge amount of medical data, it is impossible to review every medical record in all medical data. In the traditional method, some med...

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But at the same time, it is also easy to induce some risks that regulators will not or pay less attention to under the traditional regulatory model, so medical data needs to be reviewed

[0003]Due to the huge amount of medical data, it is impossible to review every medical record in all medical data. Careful review. The screening of medical records is generally based on the key fields in the medical records. By identifying the key fields, it is determined whether there is a problem with the corresponding content of the key fields, so as to determine whether the medical record needs to be marked as a target for further careful review. medical record

[0004]However, the traditional method of screening medical records based on the search of key fields and the judgment of corresponding data has a small coverage of data information of medical records, and the screening results are not accurate enough The problem

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