[HTML][HTML] Identifying adverse drug event information in clinical notes with distributional semantic representations of context
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 voluntary reporting of individual cases of adverse drug events (ADEs), other sources of …
Synonym extraction and abbreviation expansion with ensembles of semantic spaces
Background Terminologies that account for variation in language use by linking synonyms
and abbreviations to their corresponding concept are important enablers of high-quality …
and abbreviations to their corresponding concept are important enablers of high-quality …
[HTML][HTML] Wikidata: A large-scale collaborative ontological medical database
Abstract Created in October 2012, Wikidata is a large-scale, human-readable, machine-
readable, multilingual, multidisciplinary, centralized, editable, structured, and linked …
readable, multilingual, multidisciplinary, centralized, editable, structured, and linked …
Representing COVID-19 information in collaborative knowledge graphs: the case of Wikidata
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 …
geographical to genetic and beyond. The structure of the raw data is highly complex, so …
[PDF][PDF] HEALTH BANK-A Workbench for Data Science Applications in Healthcare.
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 …
electronic health record (EHR) systems are an underutilized resource that, with the use of …
Medical synonym extraction with concept space models
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 …
integrate the term embedding with the medical domain knowledge for healthcare …
Ensembles of randomized trees using diverse distributed representations of clinical events
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 …
electronic health records has been shown to allow for subsequent training of higher …
Expansion of medical vocabularies using distributional semantics on Japanese patient blogs
M Ahltorp, M Skeppstedt, S Kitajima… - Journal of biomedical …, 2016 - Springer
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 …
been conducted using text written in English or similar languages, due to a limited …
SAVANA: a global information extraction and terminology expansion framework in the medical domain
L Espinosa, J Tello, A Pardo, I Medrano… - … del Lenguaje Natural, 2016 - journal.sepln.org
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 …
domain. They are used daily both by practitioners in the area, as well as in academia …
Semantic spaces of clinical text: leveraging distributional semantics for natural language processing of electronic health records
A Henriksson - 2013 - diva-portal.org
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 …
underutilized resource, which, if tapped, has enormous potential to improve health care …