Literature DB >> 21686030

Survey of modular ontology techniques and their applications in the biomedical domain.

Jyotishman Pathak1, Thomas M Johnson, Christopher G Chute.   

Abstract

In the past several years, various ontologies and terminologies such as the Gene Ontology have been developed to enable interoperability across multiple diverse medical information systems. They provide a standard way of representing terms and concepts thereby supporting easy transmission and interpretation of data for various applications. However, with their growing utilization, not only has the number of available ontologies increased considerably, but they are also becoming larger and more complex to manage. Toward this end, a growing body of work is emerging in the area of modular ontologies where the emphasis is on either extracting and managing "modules" of an ontology relevant to a particular application scenario (ontology decomposition) or developing them independently and integrating into a larger ontology (ontology composition). In this paper, we investigate state-of-the-art approaches in modular ontologies focusing on techniques that are based on rigorous logical formalisms as well as well-studied graph theories. We analyze and compare how such approaches can be leveraged in developing tools and applications in the biomedical domain. We conclude by highlighting some of the limitations of the modular ontology formalisms and put forward additional requirements to steer their future development.

Entities:  

Year:  2009        PMID: 21686030      PMCID: PMC3113511          DOI: 10.3233/ICA-2009-0315

Source DB:  PubMed          Journal:  Integr Comput Aided Eng        ISSN: 1069-2509            Impact factor:   4.827


  6 in total

1.  Information Integration from Semantically Heterogeneous Biological Data Sources.

Authors:  Doina Caragea; Jie Bao; Jyotishman Pathak; Adrian Silvescu; Carson Andorf; Drena Dobbs; Vasant Honavar
Journal:  Int Workshop databases Expert Syst Appl       Date:  2005-08-26

2.  A pragmatic approach to mapping the open biomedical ontologies.

Authors:  Deendayal Dinakarpandian; Tuanjie Tong; Yugyung Lee
Journal:  Int J Bioinform Res Appl       Date:  2007

3.  OBO-Edit--an ontology editor for biologists.

Authors:  John Day-Richter; Midori A Harris; Melissa Haendel; Suzanna Lewis
Journal:  Bioinformatics       Date:  2007-06-01       Impact factor: 6.937

Review 4.  State of the nation in data integration for bioinformatics.

Authors:  Carole Goble; Robert Stevens
Journal:  J Biomed Inform       Date:  2008-02-05       Impact factor: 6.317

5.  Taxonomy-based partitioning of the Gene Ontology.

Authors:  Wacław Kuśnierczyk
Journal:  J Biomed Inform       Date:  2007-08-29       Impact factor: 6.317

6.  Adopting Graph Traversal Techniques for Context-Driven Value Sets Extraction from Biomedical Knowledge Sources.

Authors:  Jyotishman Pathak; Guoqian Jiang; Sridhar O Dwarkanath; James D Buntrock; Christopher G Chute
Journal:  Proc IEEE Int Conf Semant Comput       Date:  2008-08-12
  6 in total
  15 in total

1.  Usability-driven pruning of large ontologies: the case of SNOMED CT.

Authors:  Pablo López-García; Martin Boeker; Arantza Illarramendi; Stefan Schulz
Journal:  J Am Med Inform Assoc       Date:  2012-01-19       Impact factor: 4.497

2.  A query integrator and manager for the query web.

Authors:  James F Brinkley; Landon T Detwiler
Journal:  J Biomed Inform       Date:  2012-04-17       Impact factor: 6.317

3.  OntoVIP: an ontology for the annotation of object models used for medical image simulation.

Authors:  Bernard Gibaud; Germain Forestier; Hugues Benoit-Cattin; Frédéric Cervenansky; Patrick Clarysse; Denis Friboulet; Alban Gaignard; Patrick Hugonnard; Carole Lartizien; Hervé Liebgott; Johan Montagnat; Joachim Tabary; Tristan Glatard
Journal:  J Biomed Inform       Date:  2014-07-16       Impact factor: 6.317

4.  A Systematic Analysis of Term Reuse and Term Overlap across Biomedical Ontologies.

Authors:  Maulik R Kamdar; Tania Tudorache; Mark A Musen
Journal:  Semant Web       Date:  2017       Impact factor: 2.214

5.  OntoFox: web-based support for ontology reuse.

Authors:  Zuoshuang Xiang; Mélanie Courtot; Ryan R Brinkman; Alan Ruttenberg; Yongqun He
Journal:  BMC Res Notes       Date:  2010-06-22

6.  An empirical analysis of ontology reuse in BioPortal.

Authors:  Christopher Ochs; Yehoshua Perl; James Geller; Sivaram Arabandi; Tania Tudorache; Mark A Musen
Journal:  J Biomed Inform       Date:  2017-06-02       Impact factor: 6.317

7.  Cross-domain targeted ontology subsets for annotation: the case of SNOMED CORE and RxNorm.

Authors:  Pablo López-García; Paea Lependu; Mark Musen; Arantza Illarramendi
Journal:  J Biomed Inform       Date:  2013-10-01       Impact factor: 6.317

8.  SAMS--a systems architecture for developing intelligent health information systems.

Authors:  Özgün Yılmaz; Rıza Cenk Erdur; Mustafa Türksever
Journal:  J Med Syst       Date:  2013-11-07       Impact factor: 4.460

9.  Investigating Term Reuse and Overlap in Biomedical Ontologies.

Authors:  Maulik R Kamdar; Tania Tudorache; Mark A Musen
Journal:  CEUR Workshop Proc       Date:  2015-11-18

10.  Visual comprehension and orientation into the COVID-19 CIDO ontology.

Authors:  Ling Zheng; Yehoshua Perl; Yongqun He; Christopher Ochs; James Geller; Hao Liu; Vipina K Keloth
Journal:  J Biomed Inform       Date:  2021-07-02       Impact factor: 8.000

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