Articles

The paper provides a detailed description of the process of forming and processing the ECG database, and provides links to the regulatory legal acts necessary for its creation. The principles of the formation and work of the expert group are defined, and the technology of processing an array of raw data is proposed. Two-level modelling was used to process 220 ECGs which were included into the database. A reduced thesaurus was used to create reference annotations, allowing someone to compare resu...

Different data formats are challenging for the standardization and exchange of medical data. In addition, most medical data in medical information systems (MIS) or databases is stored in an unstructured way, causing difficulties in processing the data. The article proposes an approach for categorizing unstructured medical records of patients with allergies into the categories provided in the FHIR exchange standard. We developed a two-stage classification model based on manually labelled ...