Ten years of knowledge representation for health care (2009–2018): Topics, trends, and challenges
Background In the last ten years, the international workshop on knowledge representation
for health care (KR4HC) has hosted outstanding contributions of the artificial intelligence in …
for health care (KR4HC) has hosted outstanding contributions of the artificial intelligence in …
Medical knowledge management for specific hospital departments
Medical knowledge representation and management is concerned with how to organise the
often vague clinical experience of medical staff required for computable models. However …
often vague clinical experience of medical staff required for computable models. However …
Detailed clinical models: representing knowledge, data and semantics in healthcare information technology
WTF Goossen - Healthcare informatics research, 2014 - synapse.koreamed.org
Objectives This paper will present an overview of the developmental effort in harmonizing
clinical knowledge modeling using the Detailed Clinical Models (DCMs), and will explain …
clinical knowledge modeling using the Detailed Clinical Models (DCMs), and will explain …
Formal medical knowledge representation supports deep learning algorithms, bioinformatics pipelines, genomics data analysis, and big data processes
F Dhombres, J Charlet - Yearbook of medical informatics, 2019 - thieme-connect.com
Objective: To select, present, and summarize the best papers published in 2018 in the field
of Knowledge Representation and Management (KRM). Methods: A comprehensive and …
of Knowledge Representation and Management (KRM). Methods: A comprehensive and …
Knowledge representation and management enabling intelligent interoperability–principles and standards
B Blobel - Data and knowledge for medical decision support, 2013 - ebooks.iospress.nl
Based on the paradigm changes for health, health services and underlying technologies as
well as the need for at best comprehensive and increasingly automated interoperability, the …
well as the need for at best comprehensive and increasingly automated interoperability, the …
Knowledge representations and inference techniques for medical question answering
TR Goodwin, SM Harabagiu - ACM transactions on intelligent systems …, 2017 - dl.acm.org
Answering medical questions related to complex medical cases, as required in modern
Clinical Decision Support (CDS) systems, imposes (1) access to vast medical knowledge …
Clinical Decision Support (CDS) systems, imposes (1) access to vast medical knowledge …
Representing knowledge consistently across health systems
Objectives: Electronic health records (EHRs) have increasingly emerged as a powerful
source of clinical data that can be leveraged for reuse in research and in modular health …
source of clinical data that can be leveraged for reuse in research and in modular health …
Archetype-based knowledge management for semantic interoperability of electronic health records
Formal modeling of clinical content that can be made available internationally is one of the
most promising pathways to semantic interoperability of health information. Drawing on the …
most promising pathways to semantic interoperability of health information. Drawing on the …
Integrating HL7 RIM and ontology for unified knowledge and data representation in clinical decision support systems
YF Zhang, Y Tian, TS Zhou, K Araki, JS Li - Computer methods and …, 2016 - Elsevier
Background and objectives The broad adoption of clinical decision support systems within
clinical practice has been hampered mainly by the difficulty in expressing domain …
clinical practice has been hampered mainly by the difficulty in expressing domain …
Data-driven knowledge acquisition, validation, and transformation into HL7 Arden Syntax
Objective The objective of this study is to help a team of physicians and knowledge
engineers acquire clinical knowledge from existing practices datasets for treatment of head …
engineers acquire clinical knowledge from existing practices datasets for treatment of head …