KOMENDA, Martin, Vojtěch BULHART, Matěj KAROLYI, Jiří JARKOVSKÝ, Jan MUŽÍK, Ondřej MÁJEK, Lenka ŠNAJDROVÁ, Petra RŮŽIČKOVÁ, Jarmila RAZOVA, Roman PRYMULA, Barbora MACKOVA, Pavel BREZOVSKY, Jan MAROUNEK, Vladimir CERNY a Ladislav DUŠEK. Complex Reporting of the COVID-19 Epidemic in the Czech Republic: Use of an Interactive Web-Based App in Practice. Journal of medical Internet research. Toronto: JMIR Publications Inc., 2020, roč. 22, č. 5, s. 1-10. ISSN 1438-8871. doi:10.2196/19367.
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Základní údaje
Originální název Complex Reporting of the COVID-19 Epidemic in the Czech Republic: Use of an Interactive Web-Based App in Practice
Autoři KOMENDA, Martin (203 Česká republika, garant, domácí), Vojtěch BULHART (203 Česká republika, domácí), Matěj KAROLYI (203 Česká republika, domácí), Jiří JARKOVSKÝ (203 Česká republika, domácí), Jan MUŽÍK (203 Česká republika, domácí), Ondřej MÁJEK (203 Česká republika, domácí), Lenka ŠNAJDROVÁ (203 Česká republika, domácí), Petra RŮŽIČKOVÁ (203 Česká republika, domácí), Jarmila RAZOVA (203 Česká republika), Roman PRYMULA (203 Česká republika), Barbora MACKOVA (203 Česká republika), Pavel BREZOVSKY (203 Česká republika), Jan MAROUNEK, Vladimir CERNY (203 Česká republika) a Ladislav DUŠEK (203 Česká republika, domácí).
Vydání Journal of medical Internet research, Toronto, JMIR Publications Inc. 2020, 1438-8871.
Další údaje
Originální jazyk angličtina
Typ výsledku Článek v odborném periodiku
Obor 30304 Public and environmental health
Stát vydavatele Kanada
Utajení není předmětem státního či obchodního tajemství
Impakt faktor Impact factor: 5.034 v roce 2019
Organizační jednotka Lékařská fakulta
Doi http://dx.doi.org/10.2196/19367
UT WoS 000535659900001
Klíčová slova anglicky coronavirus disease; COVID-19; Czech Republic; web app; interactive reporting; epidemiological overview; CRISP-DM; public health; app; epidemiology; virus; health data; data mining; modeling
Štítky 14119612, rivok
Příznaky Mezinárodní význam, Recenzováno
Změnil Změnila: Mgr. Tereza Miškechová, učo 341652. Změněno: 17. 6. 2020 08:56.
Background: The beginning of the coronavirus disease (COVID-19) epidemic dates back to December 31, 2019, when the first cases were reported in the People's Republic of China In the Czech Republic, the first three cases of infection with the novel coronavirus were confirmed on March 1, 2020. The joint effort of state authorities and researchers gave rise to a unique team, which combines methodical knowledge of real-world processes with the know-how needed for effective processing, analysis, and online visualization of data. Objective: Due to an urgent need for a tool that presents important reports based on valid data sources, a team of government experts and researchers focused on the design and development of a web app intended to provide a regularly updated overview of COVID-19 epidemiology in the Czech Republic to the general population. Methods: The cross-industry standard process for data mining model was chosen for the complex solution of analytical processing and visualization of data that provides validated information on the COVID-19 epidemic across the Czech Republic. Great emphasis was put on the understanding and a correct implementation of all six steps (business understanding, data understanding, data preparation, modelling, evaluation, and deployment) needed in the process, including the infrastructure of a nationwide information system; the methodological setting of communication channels between all involved stakeholders; and data collection, processing, analysis, validation, and visualization. Results: The web-based overview of the current spread of COVID-19 in the Czech Republic has been developed as an online platform providing a set of outputs in the form of tables, graphs, and maps intended for the general public. On March 12, 2020, the first version of the web portal, containing fourteen overviews divided into five topical sections, was released. The web portal's primary objective is to publish a well-arranged visualization and clear explanation of basic information consisting of the overall numbers of performed tests, confirmed cases of COVID-19, COVID-19-related deaths, the daily and cumulative overviews of people with a positive COVID-19 case, performed tests, location and country of infection of people with a positive COVID-19 case, hospitalizations of patients with COVID-19, and distribution of personal protective equipment. Conclusions: The online interactive overview of the current spread of COVID-19 in the Czech Republic was launched on March 11, 2020, and has immediately become the primary communication channel employed by the health care sector to present the current situation regarding the COVID-19 epidemic. This complex reporting of the COVID-19 epidemic in the Czech Republic also shows an effective way to interconnect knowledge held by various specialists, such as regional and national methodology experts (who report positive cases of the disease on a daily basis), with knowledge held by developers of central registries, analysts, developers of web apps, and leaders in the health care sector.
VytisknoutZobrazeno: 13. 5. 2021 11:52