INFORMATION CONFLICT IDENTIFICATION AND CHARACTERIZATION IN RESPONSE TO DATA CARRY-OVER TRANSITIONS

摘要

Implementations described herein relate to processing concept-based conflicts, between different instances of clinical data, in response to a user initializing a transfer of previously existing clinical data into a current report. The current report can thereafter be referenced by another user who, as a result of the concept-based conflict check, will be put on notice of conflict(s) between instances of clinical data. Conflicts can be based on criterion corresponding to particular clinical concepts, and a clinical concept can be identified using clinical data that is the subject of transfer to a current report. For instance, natural language processing can be performed on clinical data to identify clinical concepts characterized by the clinical data. In some implementations, criterion can be generated for a clinical concept based on one or more trained machine learning models, which can be trained using medical reference data and/or patient medical records.