Results 1 to 10 of about 192,264 (279)
Pragmatic MDR: a metadata repository with bottom-up standardization of medical metadata through reuse [PDF]
BMC Medical Informatics and Decision Making, 2021 Background The variety of medical documentation often leads to incompatible data elements that impede data integration between institutions. A common approach to standardize and distribute metadata definitions are ISO/IEC 11179 norm-compliant metadata ...
Stefan Hegselmann +13 more
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Building a semantic web-based metadata repository for facilitating detailed clinical modeling in cancer genome studies [PDF]
Journal of Biomedical Semantics, 2017 Background Detailed Clinical Models (DCMs) have been regarded as the basis for retaining computable meaning when data are exchanged between heterogeneous computer systems.
Deepak K. Sharma +5 more
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The metabolomics workbench file status website: a metadata repository promoting FAIR principles of metabolomics data [PDF]
BMC Bioinformatics, 2023 Background An updated version of the mwtab Python package for programmatic access to the Metabolomics Workbench (MetabolomicsWB) data repository was released at the beginning of 2021. Along with updating the package to match the changes to MetabolomicsWB’
Christian D. Powell +1 more
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Identification of biomedical entities from multiple repositories using a specialized metadata schema and search-augmented large language models [PDF]
BMC Research NotesObjective Many biomedical articles reference multiple datasets across different public repositories, complicating accurate metadata capture and downstream re-use.
Klaus Kaier +9 more
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Connecting Repositories to the Global Research Community: A Re-Curation Process
Journal of eScience Librarianship, 2023 Over the last decade, significant changes have affected the work that data repositories of all kinds do. First, the emergence of globally unique and persistent identifiers (PIDs) has created new opportunities for repositories to engage with the global ...
Ted Habermann
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, 2022 SummaryThis chapter presents a review of online repositories where researchers can share data, code, and experiments. In particular, it covers OpenML, an online platform for sharing and organizing machine learning data automatically. OpenML contains thousands of datasets and algorithms, and millions of experimental results.
Brazdil, Pavel +3 more
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Automated Metadata Suggestion During Repository Submission [PDF]
Neuroinformatics, 2018 Knowledge discovery via an informatics resource is constrained by the completeness of the resource, both in terms of the amount of data it contains and in terms of the metadata that exists to describe the data. Increasing completeness in one of these categories risks reducing completeness in the other because manually curating metadata is time ...
Robert A. McDougal +3 more
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Metadata Quality in Institutional Repositories May be Improved by Addressing Staffing Issues
Evidence Based Library and Information Practice, 2016 A Review of: Moulaison, S. H., & Dykas, F. (2016). High-quality metadata and repository staffing: Perceptions of United States–based OpenDOAR participants. Cataloging & Classification Quarterly, 54(2), 101-116.
Elizabeth Stovold
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Quantitative Science Studies, 2021 The Metadata 2020 initiative is an ongoing effort to bring various scholarly communications stakeholder groups together to promote principles and standards of practice to improve the quality of metadata.
Kathryn A. Kaiser +5 more
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Learning from Metadata in Repositories [PDF]
, 2022 AbstractThis chapter describes the various types of experiments that can be done with the vast amount of data, stored in experiment databases. We focus on three types of experiments done with the data stored in OpenML.
Brazdil, Pavel +3 more
openaire +1 more source