The application discloses a
risk assessment system for
cross matching difficulty, and relates to the technical field of clinical medical examination and blood
transfusion management. The
system comprises a
data input module, a risk calculation module, a
risk stratification module and a result output and suggestion module. The
data input module obtains key information of a patient, including irregular
red blood cell antibody screening results,
multiple myeloma diagnosis,
hematology department
medical history, age of 60 years or older,
pregnancy-related
disease state and
blood type identification difficulty; the risk calculation module adopts a preset
scoring algorithm to assign weights to each factor and calculate a
total risk score; the
risk stratification module divides the patient into three grades of low risk,
medium risk and high risk; and the result output module provides a differentiated clinical management path corresponding to the risk grade. The application realizes early warning of
cross matching difficulty through
quantitative assessment, can optimize the efficiency of the blood transfusion process and reduce clinical risk, has good prediction performance (AUC=0.819) and a high negative
predictive value (93.7%).