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  1. 2701
    “…It is designed to optimize data (re)usability from the “FAIR,” (Findable, Accessible, Interoperable, and Reusable) principles of public data archiving (PDA). …”
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    MIReAD, a minimum information standard for reporting arthropod abundance data
  2. 2702
    “…Its ontology‐driven architecture is a powerful tool for integrating and managing data from multiple experiments and platforms, for creating relationships between objects and enriching datasets with knowledge and metadata. It interoperates with external resources via web services, thereby allowing data integration into other systems; for example, modelling platforms or external databases. …”
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    Dealing with multi‐source and multi‐scale information in plant phenomics: the ontology‐driven Phenotyping Hybrid Information System
  3. 2703
    “…A key strategy will be to proliferate interoperable, multi-disciplinary, all-hazards training initiatives such as the AMA National Disaster Life Support courses. …”
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    Catastrophic Anachronisms: The Past, Present and Future of Disaster Medicine
  4. 2704
    “…The scientific community has attempted to address this issue by developing a set of rules (which have been called the Findable, Accessible, Interoperable and Reusable [FAIR] principles) to make such objects more findable and reusable. …”
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    Ten simple rules for making training materials FAIR
  5. 2705
    “…The exponential growth of genomic/genetic data in the era of Big Data demands new solutions for making these data findable, accessible, interoperable and reusable. In this article, we present a web-based platform named Gene Expression Time-Course Research (GETc) Platform that enables the discovery and visualization of time-course gene expression data and analytical results from the NIH/NCBI-sponsored Gene Expression Omnibus (GEO). …”
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    An informatics research platform to make public gene expression time-course datasets reusable for more scientific discoveries
  6. 2706
    “…The aims of this review are to provide an overview of the current state of the field, inform on available reliable resources, discuss the application of statistics and machine/deep learning in multi-omics analyses, discuss findable, accessible, interoperable, reusable (FAIR) research, and point to best practices in benchmarking. …”
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    State of the Field in Multi-Omics Research: From Computational Needs to Data Mining and Sharing
  7. 2707
    “…For the reproducibility and sustainability of scientific research, FAIRness (Findable, Accessible, Interoperable and Re-usable), with respect to the release of raw data obtained by researchers, is one of the most important principles underpinning the future of open science. …”
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    GlycoPOST realizes FAIR principles for glycomics mass spectrometry data
  8. 2708
    “…The open datasets and intuitive suite of search, identification and download services, represent a truly FAIR (Findable, Accessible, Interoperable and Reusable) resource that enables researchers to easily identify and quickly obtain the key datasets needed for their COVID-19 research.…”
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    The COVID-19 Data Portal: accelerating SARS-CoV-2 and COVID-19 research through rapid open access data sharing
  9. 2709
    “…Mit der NFDI soll ein digitaler Wissensspeicher unter Berücksichtigung der FAIR-Prinzipien (Findable, Accessible, Interoperable, Reusable) geschaffen werden. Bereits vorhandene Daten können zur Bearbeitung weiterer Forschungsfragen genutzt werden und neue Erkenntnisse und Innovationen ermöglichen.Bis zu 30 NFDI-Konsortien, Zusammenschlüsse verschiedener Einrichtungen innerhalb eines Forschungsfeldes, arbeiten zusammen interdisziplinär an der Zielumsetzung. …”
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    Nationale Forschungsdateninfrastruktur (NFDI)
  10. 2710
    “…To render data, tools and methods, theories, basic principles and concepts interoperable, the Human Brain Project (HBP) has launched EBRAINS, a digital neuroscience research infrastructure, which brings together a transdisciplinary community of researchers united by the quest to understand the brain, with fascinating insights and perspectives for societal benefits.…”
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    Linking Brain Structure, Activity, and Cognitive Function through Computation
  11. 2711
    por Ratier, Aude, Charles, Sandrine
    Publicado 2022
    “…Freely available, our database can dynamically evolve thanks to any researcher interested in sharing data to be findable, accessible, interoperable and reusable.…”
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    Accumulation-depuration data collection in support of toxicokinetic modelling
  12. 2712
    “…More recent modifications to the neuromorphological file format ensure it abides by the Findable, Accessible, Interoperable, and Reusable (FAIR) data principles promoted by the International Neuroinformatics Coordinating Facility (INCF; Wilkinson et al., Scientific Data, 3, 160018,, 2016). …”
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    A Comprehensive, FAIR File Format for Neuroanatomical Structure Modeling
  13. 2713
    “…The benefits of writing a DMP include compliance with funder and institutional mandates; making research more transparent (for reproduction and validation purposes); and FAIR (findable, accessible, interoperable, reusable); protecting data subjects and compliance with the General Data Protection Regulation (GDPR) and/or local data protection policies. …”
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    Data Management Plans in the genomics research revolution of Africa: Challenges and recommendations
  14. 2714
    “…Solutions for the generation of FAIR (Findable, Accessible, Interoperable, and Reusable) data and metadata in experimental tribology are currently lacking. …”
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    Generating FAIR research data in experimental tribology
  15. 2715
    por Ibrahim, Mariam, Elhafiz, Ruba
    Publicado 2022
    “…Many communication standards have been proposed recently and more are being developed as a vision for dynamically composable and interoperable medical equipment. However, few have security systems that are sufficiently extensive or flexible to meet current and future safety requirements. …”
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    Integrated Clinical Environment Security Analysis Using Reinforcement Learning
  16. 2716
    “…Multiscale features within a WSI, from single-cell features to mesoscopic features, could be represented using HistoML which is a crucial step towards the goal of making WSIs findable, accessible, interoperable and reusable (FAIR). We pilot HistoML in representing WSIs of kidney cancer as well as thyroid carcinoma and exemplify the uses of HistoML representations in semantic queries to demonstrate the potential of HistoML-powered applications for phenotype characterization.…”
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    HistoML, a markup language for representation and exchange of histopathological features in pathology images
  17. 2717
    “…This paper presents a digital twin architecture and a system based on an interoperable data model. It explains how to build a digital twin for the integrated control monitoring using edge devices, data analytics, and realistic 3D visualization. …”
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    Digital Twin-Based Integrated Monitoring System: Korean Application Cases
  18. 2718
    “…We offer that, compared to traditional payment systems (DPS 1.0), DPS 2.0 provides consumers and merchants cashless, virtual, automated, flexible, faster, and interoperable (The ability of DPS 2.0 systems to be compatible and operable across providers, software, and payment portals) means of payment. …”
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    DPS 2.0: on the road to a cashless society
  19. 2719
    “…The system thus supports findable, accessible, interoperable and reusable (FAIR) research and is in accordance with the Open Science initiative. …”
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    pISA-tree - a data management framework for life science research projects using a standardised directory tree
  20. 2720
    “…Large amounts of data acquired by heterogeneous scientific devices, sensor systems, measuring equipment, and experimental setups have to be processed and ideally be managed by Findable, Accessible, Interoperable, and Reusable (FAIR) data management approaches in order to preserve their intrinsic value to researchers throughout the entire data lifecycle. …”
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    Establishing Reliable Research Data Management by Integrating Measurement Devices Utilizing Intelligent Digital Twins
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