The invention relates to the technical field of medical monitoring, in particular to a post-
anesthesia multi-mode heart
blood supply monitoring system and a post-
anesthesia multi-mode heart
blood supply monitoring method which are used for solving the problems that existing post-
anesthesia heart
blood supply monitoring is single in mode, low in accuracy, lagged in intervention and the like. The
system comprises a multi-mode sensing module, a data preprocessing module, a fusion analysis module, a display early warning module and a
feedback regulation module which are electrically connected in sequence, multi-source signals such as myocardial blood
oxygen and
cardiac output are collected through multiple sensors, through ANC
algorithm and Butterworth filtering preprocessing, a CNN-LSTM model is used for fusion analysis and early warning grade division, and the
early warning system is used for early warning. And the feedback module is linked with the
drug delivery system to realize graded automatic intervention. The method comprises seven steps of preoperative preparation,
signal acquisition, preprocessing, fusion analysis, display early warning, feedback intervention and
postoperative monitoring, and personalized monitoring is realized in combination with a preoperative baseline. According to the invention, non-invasive, real-time and accurate monitoring is realized, the
anomaly detection accuracy is high, a monitoring-intervention
closed loop is formed, the occurrence rate of postoperative cardiac complications is reduced, and the intelligence and safety of post-anesthesia
nursing are improved.