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10.18632/aging.202735 http://scihub22266oqcxt.onion/10.18632/aging.202735 33713401!8064216!33713401     free     free     free Warning: file_get_contents(https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pubmed&id=33713401&cmd=llinks): Failed to open stream: HTTP request failed! 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A COVID-19 risk score combining chest CT radiomics and clinical characteristics to differentiate COVID-19 pneumonia from other viral pneumonias |pdf=|usr=}}{{33713401}} gab.com Text A COVID-19 risk score combining chest CT radiomics and clinical characteristics to differentiate COVID-19 pneumonia from other viral pneumonias JO: Aging (Albany NY) http://www.kidney.de/pget.php?&tw=1&pmid=33713401 #FOAvip With the continued transmission of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) throughout the world, identification of highly suspected COVID-19 patients remains an urgent priority. In this study, we developed and validated COVID-19 risk scores to identify patients with COVID-19. In this study, for patient-wise analysis, three signatures, including the risk score using radiomic features only, the risk score using clinical factors only, and the risk score combining radiomic features and clinical variables, show an excellent performance in differentiating COVID-19 from other viral-induced pneumonias in the validation set. For lesion-wise analysis, the risk score using three radiomic features only also achieved an excellent AUC value. In contrast, the performance of 130 radiologists based on the chest CT images alone without the clinical characteristics included was moderate as compared to the risk scores developed. The risk scores depicting the correlation of CT radiomics and clinical factors with COVID-19 could be used to accurately identify patients with COVID-19, which would have clinically translatable diagnostic and therapeutic implications from a precision medicine perspective. Twit Text FOAVip A COVID-19 risk score combining chest CT radiomics and clinical characteristics to differentiate COVID-19 pneumonia from other viral pneumonias ????Aging (Albany NY) http://www.kidney.de/pget.php?&tw=1&pmid=33713401 #FOAvip Twit Text # Free Paper on # # # # # LINK http://www.kidney.de/pget.php?&tw=1&pmid=33713401 #FOAvip English Wikipedia <ref>{{Cite pmid|33713401}}</ref> A COVID-19 risk score combining chest CT radiomics and clinical characteristics to differentiate COVID-19 pneumonia from other viral pneumonias #MMPMID33713401 Chen Z; Li X; Li J; Zhang S; Zhou P; Yu X; Ren Y; Wang J; Zhang L; Li Y; Wu B; Hou Y; Zhang K; Tang R; Liu Y; Ding Z; Yang B; Deng Q; Lin Q; Nie K; Cai Z; Ma S; Kuang Y Aging (Albany NY) 2021[Mar]; 13 (7): 9186-9224 PMID33713401show ga With the continued transmission of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) throughout the world, identification of highly suspected COVID-19 patients remains an urgent priority. In this study, we developed and validated COVID-19 risk scores to identify patients with COVID-19. In this study, for patient-wise analysis, three signatures, including the risk score using radiomic features only, the risk score using clinical factors only, and the risk score combining radiomic features and clinical variables, show an excellent performance in differentiating COVID-19 from other viral-induced pneumonias in the validation set. For lesion-wise analysis, the risk score using three radiomic features only also achieved an excellent AUC value. In contrast, the performance of 130 radiologists based on the chest CT images alone without the clinical characteristics included was moderate as compared to the risk scores developed. The risk scores depicting the correlation of CT radiomics and clinical factors with COVID-19 could be used to accurately identify patients with COVID-19, which would have clinically translatable diagnostic and therapeutic implications from a precision medicine perspective. |COVID-19/*diagnostic imaging[MESH] |Diagnosis, Differential[MESH] |Female[MESH] |Humans[MESH] |Male[MESH] |Middle Aged[MESH] |Pneumonia, Viral/*diagnostic imaging[MESH] |Risk[MESH] |SARS-CoV-2/*isolation & purification[MESH] |Thorax/diagnostic imaging[MESH]A COVID-19 risk score combining chest CT radiomics and clinical charac(epmc).pdf DeepDyve Pubget Overpricing