The prediction nomogram model, based on 6 common clinical and laboratory test variables (pneumonia, EVD, tracheotomy, PCT, CRP, and Alb), was able to easily and accurately predict ICI after intracranial aneurysm surgery. The gene discussed is CRP; the disease is susceptibility to pneumonia measurement.