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@article{1662839,
author = {Komenda, Martin and Bulhart, Vojtěch and Karolyi, Matěj and Jarkovský, Jiří and Mužík, Jan and Májek, Ondřej and Šnajdrová, Lenka and Růžičková, Petra and Razova, Jarmila and Prymula, Roman and Mackova, Barbora and Brezovsky, Pavel and Marounek, Jan and Cerny, Vladimir and Dušek, Ladislav},
article_location = {Toronto},
article_number = {5},
doi = {http://dx.doi.org/10.2196/19367},
keywords = {coronavirus disease; COVID-19; Czech Republic; web app; interactive reporting; epidemiological overview; CRISP-DM; public health; app; epidemiology; virus; health data; data mining; modeling},
language = {eng},
issn = {1438-8871},
journal = {Journal of medical Internet research},
title = {Complex Reporting of the COVID-19 Epidemic in the Czech Republic: Use of an Interactive Web-Based App in Practice},
url = {https://www.jmir.org/2020/5/e19367/},
volume = {22},
year = {2020}
}
TY - JOUR
ID - 1662839
AU - Komenda, Martin - Bulhart, Vojtěch - Karolyi, Matěj - Jarkovský, Jiří - Mužík, Jan - Májek, Ondřej - Šnajdrová, Lenka - Růžičková, Petra - Razova, Jarmila - Prymula, Roman - Mackova, Barbora - Brezovsky, Pavel - Marounek, Jan - Cerny, Vladimir - Dušek, Ladislav
PY - 2020
TI - Complex Reporting of the COVID-19 Epidemic in the Czech Republic: Use of an Interactive Web-Based App in Practice
JF - Journal of medical Internet research
VL - 22
IS - 5
SP - 1-10
EP - 1-10
PB - JMIR Publications Inc.
SN - 14388871
KW - coronavirus disease
KW - COVID-19
KW - Czech Republic
KW - web app
KW - interactive reporting
KW - epidemiological overview
KW - CRISP-DM
KW - public health
KW - app
KW - epidemiology
KW - virus
KW - health data
KW - data mining
KW - modeling
UR - https://www.jmir.org/2020/5/e19367/
L2 - https://www.jmir.org/2020/5/e19367/
N2 - 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.
ER -
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. Online. \textit{Journal of medical Internet research}. Toronto: JMIR Publications Inc., 2020, roč.~22, č.~5, s.~1-10. ISSN~1438-8871. Dostupné z: https://dx.doi.org/10.2196/19367. [citováno 2024-04-24]
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