Method, device and apparatus for identifying adverse events, and medium

Abstract

The invention provides a method, device and apparatus for identifying adverse events, and a medium, and the method comprises the steps: selectively obtaining a to-be-identified text from one or more data sources; selecting an identification model corresponding to the type of the text according to the type of the text; and performing semantic recognition on the text by using the selected recognition model to recognize adverse events in the text. According to the method for identifying the adverse events, different identification models can be selected according to different text types, then corresponding adverse event identification is carried out on the to-be-identified text according to the selected identification model, manual screening identification is not needed, occurrence of missed report / late report adverse events is avoided, and the identification efficiency is improved. And the adverse events can be reported in time / accurately, so that the accuracy and timeliness of adverse event reporting can be improved in places such as companies or hospitals which manufacture or use medicines or medical instruments, and the purposes of source saving, efficiency improving, enabling and the like of the whole adverse event identification and reporting process are achieved.

Description

technical field [0001] The present disclosure relates to the field of medicine, and more specifically, to a method, device, equipment and medium for identifying adverse events. Background technique [0002] In recent years, with the stricter regulations and regulations, the requirements for adverse event (Adverse Event, AE) reporting have become higher and higher. The State Drug Administration requires drug marketing licensors to establish a sound drug adverse event monitoring system and report adverse events in a timely manner. If adverse events are not reported within the time limit, the product may be discontinued, or even the drug approval certificate may be revoked. Therefore, various pharmaceutical companies now require all employees to report to the pharmacovigilance department on the day they learn of adverse events, so as to ensure that product safety is evaluated in a timely manner and ensure patient safety. [0003] In addition, in places where drugs or medical ...

AI Technical Summary

Problems solved by technology

[0003] In addition, in places where drugs or medical devices are used (such as hospitals), drug exposure during pregnancy (maternal and paternal), drug exposure during lactation / lactation, drug overdose, drug abuse, misuse, and off-label use associated with adverse events , medication errors, occupational exposure, lack of efficacy and disease progression, exposure to pathogens, drug interactions, medical device (malfunction), unexplained death, suicide or attempted suicide, and unexpected benefits If the above-mentioned adverse events are not reported to the relevant vigilance departments in a timely and effective manner, the above-mentioned places (such as hospitals) using drugs or medical devices will face huge risks such as compensation, accountability or even shutdown, and it is difficult to guarantee Patient or User Safety

[0004] At present, the identification of adverse events is carried out through manual screening, but as the sources of adverse event information become more and more complex and diverse, the manual screening of adverse events also requires more and more personnel to deal with

However, the existing human resources are limited, so the compliance risk of current adverse event reporting is becoming more and more prominent

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