In this large-scale cohort of MRI data from 535 patients with an acute neck infection, we show that high CRP (172 mg/L or higher), large abscesses (40 mm or larger), and RPE are significant risk factors for ICU admissions. The gene discussed is CRP; the disease is abscess.