Background Terminologies that account for variation in language use by linking synonyms
and abbreviations to their corresponding concept are important enablers of high-quality …

For the purpose of post-marketing drug safety surveillance, which has traditionally relied on
the voluntary reporting of individual cases of adverse drug events (ADEs), other sources of …

The enormous amounts of data that are generated in the healthcare process and stored in
electronic health record (EHR) systems are an underutilized resource that, with the use of …

Abstract Created in October 2012, Wikidata is a large-scale, human-readable, machine-
readable, multilingual, multidisciplinary, centralized, editable, structured, and linked …

Information related to the COVID-19 pandemic ranges from biological to bibliographic, from
geographical to genetic and beyond. The structure of the raw data is highly complex, so …

In this paper, we present a novel approach for medical synonym extraction. We aim to
integrate the term embedding with the medical domain knowledge for healthcare …

Terminological databases constitute a fundamental source of information in the medical
domain. They are used daily both by practitioners in the area, as well as in academia …

Background Learning deep representations of clinical events based on their distributions in
electronic health records has been shown to allow for subsequent training of higher …

Background Research on medical vocabulary expansion from large corpora has primarily
been conducted using text written in English or similar languages, due to a limited …

The large amounts of clinical data generated by electronic health record systems are an
underutilized resource, which, if tapped, has enormous potential to improve health care …