AIMC Topic: Knowledge Bases
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Co-occurrence graphs for word sense disambiguation in the biomedical domain.
Artificial intelligence in medicine
Mar 21, 2018
Word sense disambiguation is a key step for many natural language processing tasks (e.g. summarization, text classification, relation extraction) and presents a challenge to any system that aims to process documents from the biomedical domain. In thi...
Impact of database quality in knowledge-based treatment planning for prostate cancer.
Practical radiation oncology
Mar 13, 2018
PURPOSE: This article investigates dose-volume prediction improvements in a common knowledge-based planning (KBP) method using a Pareto plan database compared with using a conventional, clinical plan database.
Jointly learning word embeddings using a corpus and a knowledge base.
PloS one
Mar 12, 2018
Methods for representing the meaning of words in vector spaces purely using the information distributed in text corpora have proved to be very valuable in various text mining and natural language processing (NLP) tasks. However, these methods still d...
Is Treatment Readiness Associated With Substance Use Treatment Engagement? An Exploratory Study.
Journal of drug education
Feb 27, 2018
With nearly 8.2% of Americans experiencing substance use disorders (SUDs), a need exists for effective SUD treatment and for strategies to assist treatment participants to complete treatment programs (Chandler, Fletcher, & Volkow, 2009). The purpose ...
Knowledge-Based Conformer Generation Using the Cambridge Structural Database.
Journal of chemical information and modeling
Feb 22, 2018
Fast generation of plausible molecular conformations is central to molecular modeling. This paper presents an approach to conformer generation that makes extensive use of the information available in the Cambridge Structural Database. By using geomet...
Functional Categorization of Disease Genes Based on Spectral Graph Theory and Integrated Biological Knowledge.
Interdisciplinary sciences, computational life sciences
Jan 30, 2018
Interaction of multiple genetic variants is a major challenge in the development of effective treatment strategies for complex disorders. Identifying the most promising genes enhances the understanding of the underlying mechanisms of the disease, whi...
AutismKB 2.0: a knowledgebase for the genetic evidence of autism spectrum disorder.
Database : the journal of biological databases and curation
Jan 1, 2018
Autism spectrum disorder (ASD) is a complex neurodevelopmental disorder with strong genetic contributions. To provide a comprehensive resource for the genetic evidence of ASD, we have updated the Autism KnowledgeBase (AutismKB) to version 2.0. Autism...
PlaNC-TE: a comprehensive knowledgebase of non-coding RNAs and transposable elements in plants.
Database : the journal of biological databases and curation
Jan 1, 2018
Transposable elements (TEs) play an essential role in the genetic variability of eukaryotic species. In plants, they may comprise up to 90% of the total genome. Non-coding RNAs (ncRNAs) are known to control gene expression and regulation. Although th...
Midwifery students' understanding and knowledge of normal birth before 'delivery' of curriculum.
Midwifery
Dec 26, 2017
OBJECTIVE: To generate new knowledge that describes and explains the views and understanding, regarding midwifery and normal birth, that newly enrolled midwifery students hold at the commencement of their midwifery education.
Drug Target Commons: A Community Effort to Build a Consensus Knowledge Base for Drug-Target Interactions.
Cell chemical biology
Dec 21, 2017
Knowledge of the full target space of bioactive substances, approved and investigational drugs as well as chemical probes, provides important insights into therapeutic potential and possible adverse effects. The existing compound-target bioactivity d...
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