[PDF][PDF] Statistical modeling of medical indexing processes for biomedical knowledge information discovery from text

M Bundschus, M Dejori, S Yu, V Tresp… - Proceedings of the 8th …, 2008 - researchgate.net
The overwhelming amount of published literature in the biomedical domain and the growing
number of collaborations across scientific disciplines results in an increasing topical …

Anticipating annotations and emerging trends in biomedical literature

F Mörchen, M Dejori, D Fradkin, J Etienne… - Proceedings of the 14th …, 2008 - dl.acm.org
The BioJournalMonitor is a decision support system for the analysis of trends and topics in
the biomedical literature. Its main goal is to identify potential diagnostic and therapeutic …

Predicting mesh beyond medline

AK Kehoe, VI Torvik, MB Ross… - Proceedings of the 1st …, 2017 - dl.acm.org
Medical subject headings (MeSH) are a flexible and useful tool for describing biomedical
concepts. Here, we present MeSHier, a tool for assigning MeSH terms to biomedical …

[PDF][PDF] Linking biomedical information through text mining: session introduction

KB Cohen, O Bodenreider… - Pacific Symposium on …, 2006 - data.lhncbc.nlm.nih.gov
This session is focused on text mining applications that link information from the biomedical
literature to the growing array of structured resources available to researchers, such as …

Improved biomedical document retrieval system with PubMed term statistics and expansions

H Li, JY Chen - International Journal of Computational …, 2009 - inderscienceonline.com
Large biomedical abstract databases such as MEDLINE enable users to search for large
bodies of biomedical knowledge quickly. In this study, we describe a new framework to …

Ontology search and text mining of medline database

H Kim, SS Chen - Data Mining in Biomedicine, 2007 - Springer
With the explosion of biomedical data, information overload and users' inability of
expressing their information needs may become more serious. To solve those problems, this …

Identifying biological concepts from a protein-related corpus with a probabilistic topic model

B Zheng, DC McLean, X Lu - BMC bioinformatics, 2006 - Springer
Background Biomedical literature, eg, MEDLINE, contains a wealth of knowledge regarding
functions of proteins. Major recurring biological concepts within such text corpora represent …

[HTML][HTML] Biomedical knowledge navigation by literature clustering

Y Yamamoto, T Takagi - Journal of biomedical informatics, 2007 - Elsevier
There is an urgent need for a system that facilitates surveys by biomedical researchers and
the subsequent formulation of hypotheses based on the knowledge stored in literature. One …

[HTML][HTML] Knowledge based word-concept model estimation and refinement for biomedical text mining

AJ Yepes, R Berlanga - Journal of biomedical informatics, 2015 - Elsevier
Text mining of scientific literature has been essential for setting up large public biomedical
databases, which are being widely used by the research community. In the biomedical …

[PDF][PDF] Statistical term profiling for query pattern mining

P Buitelaar, PO Wennerberg… - Proceedings of the …, 2008 - aclanthology.org
Through advanced technologies in clinical care and research, especially the rapid progress
in imaging technologies, more and more medical imaging data and patient text data is …