ALB and pneumonia: Several studies have used the LDH/albumin ratio as a prognostic factor in pneumonia patients.[19] Patients hospitalized with COVID-19 need regular monitoring of vital signs and, where possible, early recognition of the deteriorating patient and biomarkers that predict prognosis.