The structure and semantics of clinical notes vary considerably across different Electronic
Health Record (EHR) systems, sites, and institutions. Such heterogeneity hampers the …

The era of educational big data has sparked growing interest in extracting and organizing
educational concepts from massive amounts of information. Outcomes are of the utmost …

Along with the diagnostic process for sleep disorders, a diversity of clinical assessments are
required to diagnose the concrete type of sleep disorder. For an accurate diagnosis, a …

This PhD thesis focuses on computational modeling of semantic change through large
language models. It investigates the modeling of lexical semantic change, where words …

The quantity of information available to scholars has increased to the point that many
choose to specialize, and thereby reduce the quantity of relevant information down to a level …

Free-text clinical problem descriptions are used throughout the medical record to
communicate patients' pertinent conditions. These summary-level representations of …