Neural network analysis of clinical variables predicts escalated care in COVID-19 patients: A retrospective study

Agriculture & Biology

• retrospective studies 89%
• neural networks 75%
• blood gases 34%
• comorbidity 22%
• C-reactive protein 19%
• lymphocyte count 17%
• physicians 15%
• laboratory experimentation 14%
• leukocyte count 14%
• health services 14%
• creatinine 14%
• lactate dehydrogenase 13%
• demographic statistics 12%
• testing 10%
• prediction 9%

Chemical Compounds

• Area Under the Curve 100%
• D Dimer 37%
• Brook Silaketone Rearrangement 36%
• Creatinine 27%
• Lactate 23%
• Time 16%
• Gas 12%
• Protein 9%

Medicine & Life Sciences

• Intensive Care Units 58%
• Retrospective Studies 47%
• Area Under Curve 18%
• Vital Signs 17%
• Gases 13%
• Computer Neural Networks 10%
• fibrin fragment D 9%
• Lymphocyte Count 8%
• L-Lactate Dehydrogenase 7%
• Leukocyte Count 7%
• C-Reactive Protein 6%
• ROC Curve 6%
• Hospital Emergency Service 6%
• Creatinine 6%
• Datasets 6%
• Comorbidity 6%
• Demography 5%
• Physicians 4%
• Delivery of Health Care 4%