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Deprecated: Implicit conversion from float 209.6 to int loses precision in C:\Inetpub\vhosts\kidney.de\httpdocs\pget.php on line 534 Stud+Health+Technol+Inform 2020 ; 275 (ä): 117-121 Nephropedia Template TP
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Reuse of Clinical COVID-19 Patient Data: Pre-Processing for Future Classification #MMPMID33227752
Lazarova E; Mora S; Di Biagio A; Vena A; Giacomini M
Stud Health Technol Inform 2020[Nov]; 275 (ä): 117-121 PMID33227752show ga
One of the most important challenges in the scenario of COVID-19 is to design and develop decision support systems that can help medical staff to identify a cohort of patients that is more likely to have worse clinical evolution. To achieve this objective it is necessary to work on collected data, pre-process them in order to obtain a consistent dataset and then extract the most relevant features with advanced statistical methods like principal component analysis. As preliminary results of this research, very influential features that emerged are the presence of cardiac and liver illnesses and the levels of some inflammatory parameters at the moment of diagnosis.