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10.1038/s41598-021-85458-1 http://scihub22266oqcxt.onion/10.1038/s41598-021-85458-1 33737580!7973790!33737580     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 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       Sci+Rep 2021 ; 11 (1): 6279 Nephropedia Template TP {{tp|p=33737580|t=2021. Suppressing the impact of the COVID-19 pandemic using controlled testing and isolation |pdf=|usr=}}{{33737580}} gab.com Text Suppressing the impact of the COVID-19 pandemic using controlled testing and isolation JO: Sci Rep http://www.kidney.de/pget.php?&tw=1&pmid=33737580 #FOAvip The Corona virus disease has significantly affected lives of people around the world. Existing quarantine policies led to large-scale lock-downs because of the slow tracking of the infection paths, and indeed we see new waves of the disease. This can be solved by contact tracing combined with efficient testing policies. Since the number of daily tests is limited, it is crucial to exploit them efficiently to improve the outcome of contact tracing (technological or human-based epidemiological investigations). We develop a controlled testing framework to achieve this goal. The key is to test individuals with high probability of being infected to identify them before symptoms appear. These probabilities are updated based on contact tracing and test results. We demonstrate that the proposed method could reduce the quarantine and morbidity rates compared to existing methods by up to a 50%. The results clearly demonstrate the necessity of accelerating the epidemiological investigations by using technological contact tracing. Furthermore, proper use of the testing capacity using the proposed controlled testing methodology leads to significantly improved results under both small and large testing capacities. We also show that for small new outbreaks controlled testing can prevent the large spread of new waves. Author contributions statement: The authors contributed equally to this work, including conceptualization, analysis, methodology, software, and drafting the work. Twit Text FOAVip Suppressing the impact of the COVID-19 pandemic using controlled testing and isolation ????Sci Rep http://www.kidney.de/pget.php?&tw=1&pmid=33737580 #FOAvip Twit Text # Free Paper on # # # # # LINK http://www.kidney.de/pget.php?&tw=1&pmid=33737580 #FOAvip English Wikipedia <ref>{{Cite pmid|33737580}}</ref> Suppressing the impact of the COVID-19 pandemic using controlled testing and isolation #MMPMID33737580 Cohen K; Leshem A Sci Rep 2021[Mar]; 11 (1): 6279 PMID33737580show ga The Corona virus disease has significantly affected lives of people around the world. Existing quarantine policies led to large-scale lock-downs because of the slow tracking of the infection paths, and indeed we see new waves of the disease. This can be solved by contact tracing combined with efficient testing policies. Since the number of daily tests is limited, it is crucial to exploit them efficiently to improve the outcome of contact tracing (technological or human-based epidemiological investigations). We develop a controlled testing framework to achieve this goal. The key is to test individuals with high probability of being infected to identify them before symptoms appear. These probabilities are updated based on contact tracing and test results. We demonstrate that the proposed method could reduce the quarantine and morbidity rates compared to existing methods by up to a 50%. The results clearly demonstrate the necessity of accelerating the epidemiological investigations by using technological contact tracing. Furthermore, proper use of the testing capacity using the proposed controlled testing methodology leads to significantly improved results under both small and large testing capacities. We also show that for small new outbreaks controlled testing can prevent the large spread of new waves. Author contributions statement: The authors contributed equally to this work, including conceptualization, analysis, methodology, software, and drafting the work. |*COVID-19 Testing[MESH] |*Models, Theoretical[MESH] |Algorithms[MESH] |COVID-19/*prevention & control[MESH] |Contact Tracing/*methods[MESH] |Humans[MESH]Suppressing the impact of the COVID-19 pandemic using controlled testi(epmc).pdf DeepDyve Pubget Overpricing