The invention relates to the technical field of intelligent monitoring, and particularly discloses an intelligent monitoring method and
system for
hemodialysis patient complications, and the method comprises the following steps: S1, carrying out the fusion to form a multi-
modal feature set, S2, constructing an individualized risk feature map, S3, generating complication
risk probability distribution, S4, calculating an individualized
risk threshold value, and S5, generating an intervention suggestion sequence. The method comprises the following steps: acquiring physiological parameters of a
hemodialysis patient and operation parameters of
dialysis equipment, identifying a
coupling relationship between the parameters, constructing an individualized risk characteristic spectrum, predicting a characteristic change trend, matching the characteristic change trend with a historical complication mode, calculating an individualized
risk threshold to trigger early warning, generating targeted intervention suggestions, and monitoring an effect. According to the
system, the accuracy and timeliness of
hemodialysis complication monitoring are effectively improved, the complication occurrence rate is reduced, the
workload of
medical staff is relieved, and the safety and effectiveness of hemodialysis treatment are improved.