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SATORI: a system for ontology-guided visual exploration of biomedical data repositories

MOTIVATION: The ever-increasing number of biomedical datasets provides tremendous opportunities for re-use but current data repositories provide limited means of exploration apart from text-based search. Ontological metadata annotations provide context by semantically relating datasets. Visualizing...

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Detalles Bibliográficos
Autores principales: Lekschas, Fritz, Gehlenborg, Nils
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6031061/
https://www.ncbi.nlm.nih.gov/pubmed/29186292
http://dx.doi.org/10.1093/bioinformatics/btx739
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author Lekschas, Fritz
Gehlenborg, Nils
author_facet Lekschas, Fritz
Gehlenborg, Nils
author_sort Lekschas, Fritz
collection PubMed
description MOTIVATION: The ever-increasing number of biomedical datasets provides tremendous opportunities for re-use but current data repositories provide limited means of exploration apart from text-based search. Ontological metadata annotations provide context by semantically relating datasets. Visualizing this rich network of relationships can improve the explorability of large data repositories and help researchers find datasets of interest. RESULTS: We developed SATORI—an integrative search and visual exploration interface for the exploration of biomedical data repositories. The design is informed by a requirements analysis through a series of semi-structured interviews. We evaluated the implementation of SATORI in a field study on a real-world data collection. SATORI enables researchers to seamlessly search, browse and semantically query data repositories via two visualizations that are highly interconnected with a powerful search interface. AVAILABILITY AND IMPLEMENTATION: SATORI is an open-source web application, which is freely available at http://satori.refinery-platform.org and integrated into the Refinery Platform. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online.
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spelling pubmed-60310612018-07-10 SATORI: a system for ontology-guided visual exploration of biomedical data repositories Lekschas, Fritz Gehlenborg, Nils Bioinformatics Original Papers MOTIVATION: The ever-increasing number of biomedical datasets provides tremendous opportunities for re-use but current data repositories provide limited means of exploration apart from text-based search. Ontological metadata annotations provide context by semantically relating datasets. Visualizing this rich network of relationships can improve the explorability of large data repositories and help researchers find datasets of interest. RESULTS: We developed SATORI—an integrative search and visual exploration interface for the exploration of biomedical data repositories. The design is informed by a requirements analysis through a series of semi-structured interviews. We evaluated the implementation of SATORI in a field study on a real-world data collection. SATORI enables researchers to seamlessly search, browse and semantically query data repositories via two visualizations that are highly interconnected with a powerful search interface. AVAILABILITY AND IMPLEMENTATION: SATORI is an open-source web application, which is freely available at http://satori.refinery-platform.org and integrated into the Refinery Platform. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online. Oxford University Press 2018-04-01 2017-11-23 /pmc/articles/PMC6031061/ /pubmed/29186292 http://dx.doi.org/10.1093/bioinformatics/btx739 Text en © The Author 2017. Published by Oxford University Press. http://creativecommons.org/licenses/by/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Original Papers
Lekschas, Fritz
Gehlenborg, Nils
SATORI: a system for ontology-guided visual exploration of biomedical data repositories
title SATORI: a system for ontology-guided visual exploration of biomedical data repositories
title_full SATORI: a system for ontology-guided visual exploration of biomedical data repositories
title_fullStr SATORI: a system for ontology-guided visual exploration of biomedical data repositories
title_full_unstemmed SATORI: a system for ontology-guided visual exploration of biomedical data repositories
title_short SATORI: a system for ontology-guided visual exploration of biomedical data repositories
title_sort satori: a system for ontology-guided visual exploration of biomedical data repositories
topic Original Papers
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6031061/
https://www.ncbi.nlm.nih.gov/pubmed/29186292
http://dx.doi.org/10.1093/bioinformatics/btx739
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