[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 …

A quartet method based on variable neighborhood search for biomedical literature extraction and clustering

S Consoli, NI Stilianakis - International transactions in …, 2017 - Wiley Online Library
Medline/PubMed is the largest reference database collecting, organizing, and analyzing
biomedical literature. We propose an automated methodology that is capable of searching …

A document clustering and ranking system for exploring MEDLINE citations

Y Lin, W Li, K Chen, Y Liu - Journal of the American Medical …, 2007 - academic.oup.com
Objective: A major problem faced in biomedical informatics involves how best to present
information retrieval results. When a single query retrieves many results, simply showing …

Mapping medical informatics research

S Eggers, Z Huang, H Chen, L Yan, C Larson… - … management and data …, 2005 - Springer
Chapter Overview The ability to create a big picture of a knowledge domain is valuable to
both experts and newcomers, who can use such a picture to orient themselves in the field's …

PMIDigest: interactive review of large collections of PubMed entries to distill relevant information

J Novoa, M Chagoyen, C Benito, FJ Moreno, F Pazos - Genes, 2023 - mdpi.com
Scientific knowledge is being accumulated in the biomedical literature at an unprecedented
pace. The most widely used database with biomedicine-related article abstracts, PubMed …

[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 …

Accessing biomedical literature in the current information landscape

R Khare, R Leaman, Z Lu - Biomedical literature mining, 2014 - Springer
Biomedical and life sciences literature is unique because of its exponentially increasing
volume and interdisciplinary nature. Biomedical literature access is essential for several …

Clustering more than two million biomedical publications: Comparing the accuracies of nine text-based similarity approaches

KW Boyack, D Newman, RJ Duhon, R Klavans… - PloS one, 2011 - journals.plos.org
Background We investigate the accuracy of different similarity approaches for clustering over
two million biomedical documents. Clustering large sets of text documents is important for a …

DiscoverPath: A knowledge refinement and retrieval system for interdisciplinarity on biomedical research

YN Chuang, G Wang, CY Chang, KH Lai… - Proceedings of the …, 2023 - dl.acm.org
The exponential growth in scholarly publications necessitates advanced tools for efficient
article retrieval, especially in interdisciplinary fields where diverse terminologies are used to …

Visualizing AMIA: a medical informatics knowledge domain analysis

M Synnestvedt, C Chen - AMIA Annual Symposium Proceedings, 2003 - ncbi.nlm.nih.gov
Medical Informatics has been described as having a “long and delayed adolescence” which
continues to “find itself in search of self-definition”, 1 and the AMIA Symposium Proceedings …