The invention discloses an
anesthesia strategy generation
system fusing
time sequence data and a
knowledge graph, and relates to the technical field of
medical information processing. The method specifically comprises the steps that five types of vital sign data including
arterial blood pressure, electrocardio and electroencephalogram are collected, correction is conducted in combination with traction marks and electrotome interference characteristics, and an analysis result is output; the
inference analysis module executes double-track
processing based on the analysis value, one track evaluates cortical suppression, shock and ventilation risks and generates a risk report, and the other track performs reverse arbitration when the blood
oxygen data is abnormal; constructing a
knowledge graph fusing the
efficacy nonlinear cooperation equation, the age sensitive parameters and the
drug administration sequence influence; and the strategy generation module integrates the multi-
source data to generate a
drug execution track, and executes fast and slow closed-loop regulation and control based on a risk report and an arbitration result. According to the invention, the
adaptation capability of the
system to individual differences, the abnormal
signal identification and
processing capability and the intelligent
response level of the
anesthesia strategy are improved, and the accuracy and safety of clinical
anesthesia are significantly enhanced.