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Coronavirus exposes lack of common data approach

Coronavirus exposes lack of common data approach
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The massive distinctions in between coronavirus cases reported around the world raises concerns on how countries are tracking their coronavirus break outs – or intentionally underreporting them.

The company checks 500 sites daily to produce the upgrade of data worldwide.

While ECDC identifies that little disparities in the number of cases in between the numerous sources are typical, the company thinks that “such small differences in the total number of cases have no epidemiological relevance” as they would not affect the public health procedures in location.

Nevertheless, some specialists think that the EU’s present approach to data collection and management might be missing out on a chance to combat the coronavirus break out.

For instance, it would be challenging to reason if the coronavirus has a relation to regional environments, as there is missing out on details once the data is processed.

“One of the main problems is the duplication of data and lack of coordination between countries”, stated Mirjam van Reisen, who is part of the Virus Outbreak Data Network (VODAN) at the University of Leiden.

“This is a waste of resources and unnecessary,” she added, requiring a brand-new approach to data management that might make it possible for faster AI-solutions and enhance the reaction of the researcher neighborhood worldwide.

Nevertheless, according to the European Commission, “there is no specific plan to present general guidelines on harmonising data collection methods and datasets across EU member states to feed Artificial Intelligence system to fight coronavirus”.

‘ Unneeded and inefficient’

Previously, medical facilities and other medical centers report data about healings, casualties or cases to national health authorities. When this data is released, organisations such as the ECDC or the World Health Organization aggregate it to produce visualisations and analysis.

Nevertheless, according to van Reisen, the more aggregate and centralised the data is the more challenging is it to compare.

That is why she and other specialists are requiring a “decentralised” approach, where data is stagnated, however AI rather can browse the web to discover the data – within a particularframework

.

Under the European Open Science Cloud, the commission currently developed a set of concepts to enhance research study and data- sharing practices within the EU – these requirements suggest that all data ought to be “Findable, Accessible, Interoperable and Reusable” (FAIR).

According to the commission, “this general approach is also central to the activities on sharing and managing coronavirus related research data”.

Up until now, the commission and the EU’s Molecular Biology Laboratory’s European Bioinformatics Institute, together with national authorities and research study partners, are releasing a devoted European coronavirus research data platform which will assist in data- sharing for the European and global research study neighborhoods.

Traceability

Nevertheless, Van Raisen thinks “data alone is not enough, the origin of data is just as important as data itself, as it allows the validation of such data”.

For instance, a finding on the unique coronavirus might be associated with the temperature level or a damp environment in a particular area.

“It is important that data can be traced back to where it comes, from because data that has been manipulated for other purposes loses information that might be critical to the data scientist,” Van Raisen informed this website.

Furthermore, this “decentralised” approach likewise assures to increase openness and prevent data control since the data would never ever leave the source – having the ability to solve concerns about countries supposedly hiding the degree of the coronavirus epidemic.

On the other hand, the commission released an effort to gather concepts about deployable AI and robotics options which primarily concentrate on the locations of diagnostics, telepresence and telemedicine, dealing with of things or clients, disinfection in addition to the circulation of products.

An overall of over 100 initiatives recommended from 14 various member states in addition to Switzerland, Norway, UK, United States, Japan, Brazil, United Arab Emirates and Turkey has actually been gathered.

“Today’s opportunity to build the internet of FAIR data and services should not be wasted as it only requires the commission to stand by its vision and implement it across its emergency and regular funding mechanisms,” van Reisen concluded.

The post Coronavirus exposes lack of common data approach appeared first on World Weekly News.



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