Approach to a preparation of dataset combining digital mammographic images and patient clinical data from electronic medical records.

ABSTRACT: A process of generating datasets is complex, expensive, and labor-intensive. However, we can optimize this process by modifying existing datasets for their reuse, which also complies with the FAIR principles. In this work, we developed a method to enrich a dataset with patients' clinical information from electronic medical records. A proposed approach includes the following stages: selection of studies with and without signs of the chosen pathology, formation of a list of clinical signs based on the literature review results, extraction of clinical information, data processing. The presented method allows enriching a dataset of radiological studies with clinical parameters, which will save resources and assure further dataset application. A limitation of the method is its dependence on com

SUBMITTER: Kazarinova V 

PROVIDER: S-EPMC11994568 | biostudies-literature | 2025 Apr

REPOSITORIES: biostudies-literature