Probing lncRNA–Protein Interactions: Data Repositories, Models, and Algorithms [PDF]
Frontiers in Genetics, 2020 Identifying lncRNA–protein interactions (LPIs) is vital to understanding various key biological processes. Wet experiments found a few LPIs, but experimental methods are costly and time-consuming.
Lihong Peng +8 more
doaj +3 more sources
A systematic literature review of cyber-security data repositories and performance assessment metrics for semi-supervised learning. [PDF]
Discov Data, 2023 In Machine Learning, the datasets used to build models are one of the main factors limiting what these models can achieve and how good their predictive performance is.
Mvula PK +3 more
europepmc +2 more sources
The spectrum of data sharing policies in neuroimaging data repositories. [PDF]
Hum Brain Mapp, 2022 Sharing data is a scientific imperative that accelerates scientific discoveries, reinforces open science inquiry, and allows for efficient use of public investment and research resources.
Jwa AS, Poldrack RA.
europepmc +2 more sources
Data Quality Assurance at Research Data Repositories
Data Science Journal, 2022 This paper presents findings from a survey on the status quo of data quality assurance practices at research data repositories. The personalised online survey was conducted among repositories indexed in re3data in 2021.
Maxi Kindling, Dorothea Strecker
doaj +2 more sources
Quality assessment of real-world data repositories across the data life cycle: A literature review. [PDF]
J Am Med Inform Assoc, 2021 OBJECTIVE Data quality (DQ) must be consistently defined in context. The attributes, metadata, and context of longitudinal real-world data (RWD) have not been formalized for quality improvement across the data production and curation life cycle.
Liaw ST +12 more
europepmc +2 more sources
Data Science Journal, 2021 Investments in research that produce scientific and scholarly data can be leveraged by enabling the resulting research data products and services to be used by broader communities and for new purposes, extending reuse beyond the initial users and ...
Robert R. Downs
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Cybrarians Journal, 2009 A study on data repositories. The study addresses the definition of data repositories, then defines their most important characteristics, then the study presents the steps for creating data repositories, then the study discusses storing data in ...
Ahmed Abdallah
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Dataset search in biodiversity research: Do metadata in data repositories reflect scholarly information needs? [PDF]
PLoS One, 2021 The increasing amount of publicly available research data provides the opportunity to link and integrate data in order to create and prove novel hypotheses, to repeat experiments or to compare recent data to data collected at a different time or place ...
Löffler F +3 more
europepmc +3 more sources
Neuroimaging data repositories and AI-driven healthcare—Global aspirations vs. ethical considerations in machine learning models of neurological disease [PDF]
Frontiers in Artificial Intelligence, 2023 Neuroimaging data repositories are data-rich resources comprising brain imaging with clinical and biomarker data. The potential for such repositories to transform healthcare is tremendous, especially in their capacity to support machine learning (ML) and
Christine Lock +4 more
doaj +2 more sources
Earth Science Data Repositories: Implementing the CARE Principles
Data Science JournalDatasets carry cultural and political context at all parts of the data life cycle. Historically, Earth science data repositories have taken their guidance and policies as a combination of mandates from their funding agencies and the needs of their user ...
Margaret O’Brien +13 more
doaj +2 more sources