Katarzyna Borys

Exchange of High-Frequency Medical Monitoring Data Using Fast Healthcare Interoperability Resources for Interoperable Integration Into Clinical Practice and Research: Methodological Development Study

Abstract Background Continuous patient monitoring generates vast volumes of high-frequency monitoring data, such as electrocardiogram, electroencephalography, and invasive blood pressure tracings, that are often persisted in heterogeneous, noninteroperable formats, limiting integ...

Iterative user-centered evaluation of a context-driven clinical dashboard for melanoma treatment

Abstract This study evaluated a user-centered clinical dashboard using FHIR-Server data to improve information accessibility for physicians treating melanoma patients. Current electronic health record systems distribute critical information across multiple modules and prioritize...

Topogram-based anatomical labelling of CT series: anatomy-aware CT data processing using deep learning

Abstract Objectives This study provides a Rapid Analysis and Processing of Image Data (RAPID) framework that combines deep learning-based CT topogram analysis with DICOM spatial geometry to enable reliable anatomical labelling of CT series independent of inconsistent textual meta...