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2 results for “PANDEM-2”

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zenodo48/100

PANDEM-2 European COVID-19 training data set

<p>The PANDEM-2 COVID-19 European training dataset is a large collection of time series either of real or realistic synthetic (generated) data and indicators associated with the European pandemic response to the COVID-19 pandemic. It is intended to be used for training in pandemic management.</p> <p>&nbsp;</p> <p>This dataset is the result of a data gathering requirement process for pandemic management involving feedback and inputs from several public health and first responder professionals as well as researchers and military personnel directly involved in the European COVID-19 pandemic response. This work is part of the PANDEM-2 project funded by the <em>Horizon 2020 Secure Societies</em> program. To collect this data, an open source software was developed named PANDEM-Source allowing reproducibility and customisation of this dataset.&nbsp;</p> <p>&nbsp;</p> <p>The dataset includes indicators for cases, deaths, hospitalisation, testing and laboratory data including pathogen genomic information, vaccination, non-pharmaceutical interventions, participatory surveillance, social media, flights resources (human and material such as beds or vaccines), and contact tracing activities. When no open available data was found, realistic synthetic data and indicators were generated with the goal of producing a data set to be used for pandemic management&nbsp; training.&nbsp;</p> <p>The project received funding from the European Union&rsquo;s Horizon 2020 Research and Innovation programme under the Grant Agreement No. 883285. The material presented and views expressed here are the responsibility of the author(s) only. The EU Commission takes no responsibility for any use made of the information set out.<br> References</p> <p>&nbsp;</p> <p>&nbsp;</p>

opencc-by-4.0Aug 2023View details →
zenodo40/100

PANDEM-2 Dashboard Demo

<p>Introducing the PANDEM-2 Dashboard Prototype, an EU-wide tool for pandemic preparedness, training, and response for public health officials.&nbsp;This platform seamlessly integrates pandemic-related data from various sources, including international and national systems, participative surveillance platforms, laboratory systems, social media, and pandemic modelling. Tailored to&nbsp;support the specific needs of public health agencies in the realm of pandemic management the PANDEM-2 dashboard Prototype is an open-source solution, built on best practices, that is user-friendly and highly customizable. It&nbsp;offers a practical solution for enhancing pandemic readiness, complementing existing information systems, and encourages collaboration among stakeholders and across regions.&nbsp;</p>

opencc-by-4.0Sep 2023View details →

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Allen Brain Atlas

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Last verified 2026-04-30Open record

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behavioral-neuroscienceopenThe DataShare record exposes download links for annotations, documentation, license text, and the zipped per-snippet data directory.
Last verified 2026-04-30Open record

DANDI Archive for NWB datasets

DANDI is a BRAIN Initiative archive for publishing and sharing neurophysiology data, including electrophysiology, optophysiology, and behavioral data packaged as NWB and related standards.

dandi-nwb
electrophysiologyopenPublished Dandiset metadata and archive endpoints are available through the production DANDI API.
Last verified 2026-04-30Open record

International Brain Laboratory public data

The International Brain Laboratory public data releases expose standardized mouse decision-making experiments, including Neuropixels recordings, widefield calcium imaging, behavior, and session metadata accessed through the ONE API.

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behavioral-neuroscienceopenPublic sessions can be searched and loaded from the IBL public data server through ONE.
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OpenNeuro

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openneuro
neuroscienceopenPublished datasets are available on demand over the internet.
Last verified 2026-04-29Open record