The invention belongs to the technical field of
pressure injury, and particularly relates to a comprehensive prevention and
management system for
neonatal skin injury. According to the method, the clinical data and the multi-
modal physiological parameters are fused, the personalized
risk threshold is generated, single risk judgment is avoided, the pertinence and accuracy of prediction are improved, data are collected only in the physiological steady-state period,
noise caused by illness state fluctuation or interference factors is effectively reduced, the stability and credibility of risk parameter calculation are improved, and the risk prediction accuracy is improved. The comprehensive
risk assessment process is fully automatically executed, when a
score exceeds a threshold value, graded early warning and intervention pushing are instantly triggered, the
response time from
risk identification to intervention is greatly shortened, real-
time effect verification is carried out on
intervention measures through an intervention feedback module, closed-loop management of risk discovery, intervention,
verification and optimization is achieved, missed alarms and invalid intervention are reduced, and the
risk assessment efficiency is improved. The
system automatically generates a monitoring curve and a historical trend, helps
medical staff to visually judge a risk change trend, and supports long-term management and scientific research analysis.