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10.1016/j.procs.2021.01.206 http://scihub22266oqcxt.onion/10.1016/j.procs.2021.01.206 33643497!7898976!33643497     free     free     free Deprecated: Implicit conversion from float 211.6 to int loses precision in C:\Inetpub\vhosts\kidney.de\httpdocs\pget.php on line 534 Deprecated: Implicit conversion from float 211.6 to int loses precision in C:\Inetpub\vhosts\kidney.de\httpdocs\pget.php on line 534 Deprecated: Implicit conversion from float 211.6 to int loses precision in C:\Inetpub\vhosts\kidney.de\httpdocs\pget.php on line 534       Procedia+Comput+Sci 2021 ; 181 (ä): 589-596 Nephropedia Template TP {{tp|p=33643497|t=2021. A Proposal For COVID-19 Applications Enabling Extensive Epidemiological Studies |pdf=|usr=}}{{33643497}} gab.com Text A Proposal For COVID-19 Applications Enabling Extensive Epidemiological Studies JO: Procedia Comput Sci http://www.kidney.de/pget.php?&tw=1&pmid=33643497 #FOAvip During the next phase of COVID-19 outbreak, mobile applications could be the most used and proposed technical solution for monitoring and tracking, by acquiring data from subgroups of the population. A possible problem could be data fragmentation, which could lead to three harmful effects: i) data could not cover the minimum percentage of the people for monitoring efficacy, ii) it could be heavily biased due to different data collection policies, and iii) the app could not monitor subjects moving across different zones or countries. A common approach could solve these problems, defining requirements for the selection of observed data and technical specifications for the complete interoperability between different solutions. This work aims to integrate the international framework of requirements in order to mitigate the known issues and to suggest a method for clinical data collection that ensures to researchers and public health institution significant and reliable data. First, we propose to identify which data is relevant for COVID-19 monitoring through literature and guidelines review. Then we analysed how the currently available guidelines for COVID-19 monitoring applications drafted by European Union and World Health Organization face the issues listed before. Eventually we proposed the first draft of integration of current guidelines. Twit Text FOAVip A Proposal For COVID-19 Applications Enabling Extensive Epidemiological Studies ????Procedia Comput Sci http://www.kidney.de/pget.php?&tw=1&pmid=33643497 #FOAvip Twit Text # Free Paper on # # # # # LINK http://www.kidney.de/pget.php?&tw=1&pmid=33643497 #FOAvip English Wikipedia <ref>{{Cite pmid|33643497}}</ref> A Proposal For COVID-19 Applications Enabling Extensive Epidemiological Studies #MMPMID33643497 Ravizza A; Sternini F; Molinari F; Santoro E; Cabitza F Procedia Comput Sci 2021[]; 181 (ä): 589-596 PMID33643497show ga During the next phase of COVID-19 outbreak, mobile applications could be the most used and proposed technical solution for monitoring and tracking, by acquiring data from subgroups of the population. A possible problem could be data fragmentation, which could lead to three harmful effects: i) data could not cover the minimum percentage of the people for monitoring efficacy, ii) it could be heavily biased due to different data collection policies, and iii) the app could not monitor subjects moving across different zones or countries. A common approach could solve these problems, defining requirements for the selection of observed data and technical specifications for the complete interoperability between different solutions. This work aims to integrate the international framework of requirements in order to mitigate the known issues and to suggest a method for clinical data collection that ensures to researchers and public health institution significant and reliable data. First, we propose to identify which data is relevant for COVID-19 monitoring through literature and guidelines review. Then we analysed how the currently available guidelines for COVID-19 monitoring applications drafted by European Union and World Health Organization face the issues listed before. Eventually we proposed the first draft of integration of current guidelines. äA Proposal For COVID-19 Applications Enabling Extensive Epidemiologica(epmc).pdf DeepDyve Pubget Overpricing