Abstract Biomedical Entity Linking (BEL) is the task of mapping of spans of text within
biomedical documents to normalized, unique identifiers within an ontology. This is an …

Abstract Biomedical Entity Linking (BM-EL) task, which aims to match biomedical mentions
in articles to entities in a certain knowledge base (eg, the Unified Medical Language …

Biomedical named entities often play important roles in many biomedical text mining tools.
However, due to the incompleteness of provided synonyms and numerous variations in their …

摘要随着互联网技术的不断迭代更新, 对海量数据的语义理解变得越来越重要.
知识图谱是一种揭示实体之间关系的语义网络, 医学是知识图谱应用较广的垂直领域之一 …

Objectives Biomedical natural language processing tools are increasingly being applied for
broad-coverage information extraction—extracting medical information of all types in a …

Motivation Clinical trials are the essential stage of every drug development program for the
treatment to become available to patients. Despite the importance of well-structured clinical …

Objective Medical concept normalization (MCN), the task of linking textual mentions to
concepts in an ontology, provides a solution to unify different ways of referring to the same …

Introduction Concept normalization is the task of linking terms from textual medical
documents to their concept in terminologies such as the UMLS®. Traditional approaches to …

Background Vaccines have revolutionized public health by providing protection against
infectious diseases. They stimulate the immune system and generate memory cells to …

Healthcare predictive analytics aids medical decision-making, diagnosis prediction and drug
review analysis. Therefore, prediction accuracy is an important criteria which also …