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10.1038/s41598-021-82043-4 http://scihub22266oqcxt.onion/10.1038/s41598-021-82043-4 33547380!7864945!33547380     free     free     free Deprecated: Implicit conversion from float 209.6 to int loses precision in C:\Inetpub\vhosts\kidney.de\httpdocs\pget.php on line 534 Deprecated: Implicit conversion from float 209.6 to int loses precision in C:\Inetpub\vhosts\kidney.de\httpdocs\pget.php on line 534 Deprecated: Implicit conversion from float 209.6 to int loses precision in C:\Inetpub\vhosts\kidney.de\httpdocs\pget.php on line 534 Deprecated: Implicit conversion from float 209.6 to int loses precision in C:\Inetpub\vhosts\kidney.de\httpdocs\pget.php on line 534 Deprecated: Implicit conversion from float 209.6 to int loses precision in C:\Inetpub\vhosts\kidney.de\httpdocs\pget.php on line 534       Sci+Rep 2021 ; 11 (1): 3209 Nephropedia Template TP {{tp|p=33547380|t=2021. PACIFIC: a lightweight deep-learning classifier of SARS-CoV-2 and co-infecting RNA viruses |pdf=|usr=}}{{33547380}} gab.com Text PACIFIC: a lightweight deep-learning classifier of SARS-CoV-2 and co-infecting RNA viruses JO: Sci Rep http://www.kidney.de/pget.php?&tw=1&pmid=33547380 #FOAvip Viral co-infections occur in COVID-19 patients, potentially impacting disease progression and severity. However, there is currently no dedicated method to identify viral co-infections in patient RNA-seq data. We developed PACIFIC, a deep-learning algorithm that accurately detects SARS-CoV-2 and other common RNA respiratory viruses from RNA-seq data. Using in silico data, PACIFIC recovers the presence and relative concentrations of viruses with > 99% precision and recall. PACIFIC accurately detects SARS-CoV-2 and other viral infections in 63 independent in vitro cell culture and patient datasets. PACIFIC is an end-to-end tool that enables the systematic monitoring of viral infections in the current global pandemic. Twit Text FOAVip PACIFIC: a lightweight deep-learning classifier of SARS-CoV-2 and co-infecting RNA viruses ????Sci Rep http://www.kidney.de/pget.php?&tw=1&pmid=33547380 #FOAvip Twit Text # Free Paper on # # # # # LINK http://www.kidney.de/pget.php?&tw=1&pmid=33547380 #FOAvip English Wikipedia <ref>{{Cite pmid|33547380}}</ref> PACIFIC: a lightweight deep-learning classifier of SARS-CoV-2 and co-infecting RNA viruses #MMPMID33547380 Acera Mateos P; Balboa RF; Easteal S; Eyras E; Patel HR Sci Rep 2021[Feb]; 11 (1): 3209 PMID33547380show ga Viral co-infections occur in COVID-19 patients, potentially impacting disease progression and severity. However, there is currently no dedicated method to identify viral co-infections in patient RNA-seq data. We developed PACIFIC, a deep-learning algorithm that accurately detects SARS-CoV-2 and other common RNA respiratory viruses from RNA-seq data. Using in silico data, PACIFIC recovers the presence and relative concentrations of viruses with > 99% precision and recall. PACIFIC accurately detects SARS-CoV-2 and other viral infections in 63 independent in vitro cell culture and patient datasets. PACIFIC is an end-to-end tool that enables the systematic monitoring of viral infections in the current global pandemic. |*Deep Learning[MESH] |COVID-19 Testing[MESH] |COVID-19/*diagnosis[MESH] |Coinfection/*diagnosis/virology[MESH] |Coronaviridae/isolation & purification[MESH] |Humans[MESH] |Metapneumovirus/classification/isolation & purification[MESH] |Neural Networks, Computer[MESH] |Orthomyxoviridae/classification/isolation & purification[MESH] |RNA Virus Infections/*diagnosis/virology[MESH] |RNA Viruses/classification/*isolation & purification[MESH] |RNA-Seq[MESH] |Rhinovirus/classification/isolation & purification[MESH] |SARS-CoV-2/classification/*isolation & purification[MESH]PACIFIC: a lightweight deep-learning classifier of SARS-CoV-2 and co-i(epmc).pdf DeepDyve Pubget Overpricing