Results 11 to 20 of about 90,813 (262)

Frontiers of biomedical text mining: current progress [PDF]

open access: yesBriefings in Bioinformatics, 2007
It is now almost 15 years since the publication of the first paper on text mining in the genomics domain, and decades since the first paper on text mining in the medical domain. Enormous progress has been made in the areas of information retrieval, evaluation methodologies and resource construction.
Pierre, Zweigenbaum   +3 more
openaire   +4 more sources

Topic Modeling Technique for Text Mining Over Biomedical Text Corpora Through Hybrid Inverse Documents Frequency and Fuzzy K-Means Clustering

open access: yesIEEE Access, 2019
Text data plays an imperative role in the biomedical domain. As patient's data comprises of a huge amount of text documents in a non-standardized format.
Junaid Rashid   +6 more
doaj   +3 more sources

A survey of current work in biomedical text mining [PDF]

open access: yesBriefings in Bioinformatics, 2005
The volume of published biomedical research, and therefore the underlying biomedical knowledge base, is expanding at an increasing rate. Among the tools that can aid researchers in coping with this information overload are text mining and knowledge extraction.
Aaron M, Cohen, William R, Hersh
openaire   +4 more sources

Biomedical text mining and its applications in cancer research

open access: yesJournal of Biomedical Informatics, 2013
Cancer is a malignant disease that has caused millions of human deaths. Its study has a long history of well over 100years. There have been an enormous number of publications on cancer research. This integrated but unstructured biomedical text is of great value for cancer diagnostics, treatment, and prevention.
Zhu, Fei   +7 more
openaire   +4 more sources

Opinion: Strategy of Semi-Automatically Annotating a Full-Text Corpus of [PDF]

open access: yesGenomics & Informatics, 2018
There is a communal need for an annotated corpus consisting of the full texts of biomedical journal articles. In response to community needs, a prototype version of the full-text corpus of Genomics & Informatics, called GNI version 1.0, has recently been
Hyun-Seok Park
doaj   +1 more source

A novel multiple kernel fuzzy topic modeling technique for biomedical data

open access: yesBMC Bioinformatics, 2022
Background Text mining in the biomedical field has received much attention and regarded as the important research area since a lot of biomedical data is in text format.
Junaid Rashid   +4 more
doaj   +1 more source

TEXT AND DATA MINING FOR BIOMEDICAL DISCOVERY [PDF]

open access: yesBiocomputing 2013, 2012
The biggest challenge for text and data mining is to truly impact the biomedical discovery process, enabling scientists to generate novel hypothesis to address the most crucial questions. Among a number of worthy submissions, we have selected six papers that exemplify advances in text and data mining methods that have a demonstrated impact on a wide ...
Graciela, Gonzalez   +7 more
openaire   +2 more sources

Chapter 16: text mining for translational bioinformatics. [PDF]

open access: yesPLoS Computational Biology, 2013
Text mining for translational bioinformatics is a new field with tremendous research potential. It is a subfield of biomedical natural language processing that concerns itself directly with the problem of relating basic biomedical research to clinical ...
K Bretonnel Cohen, Lawrence E Hunter
doaj   +1 more source

GNI Corpus Version 1.0: Annotated Full-Text Corpus of to Support Biomedical Information Extraction [PDF]

open access: yesGenomics & Informatics, 2018
Genomics & Informatics (NLM title abbreviation: Genomics Inform) is the official journal of the Korea Genome Organization. Text corpus for this journal annotated with various levels of linguistic information would be a valuable resource as the process of
So-Yeon Oh   +4 more
doaj   +1 more source

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