The invention discloses an ICU (
Intensive Care Unit) multi-
organ function failure risk pre-judgment, prevention and
control system, and relates to the technical field of
medical information technology and
critical illness guardianship. By constructing a cross-organ
time sequence causal intensity tracking module, accurate identification and prediction of a multi-organ
failure risk conduction path and timeliness are realized; for
time sequence data of liver,
kidney, heart and blood coagulation key
organ function indexes, a
causal analysis algorithm based on
transfer entropy is adopted, causal influence intensity and effect
delay time between any two indexes are continuously calculated in a
sliding time window, when a
system recognizes that a CIS value from an organ X to an organ Y exceeds a threshold value, it is judged that a risk conduction path is activated, and if the CIS value exceeds the threshold value, it is judged that the risk conduction path is activated. And the predicted time span of risk conduction is quantified by ELT, so that the problem that a risk conduction mechanism cannot be revealed is solved, and a clinician can immediately start a targeted
target organ protection prevention and control
package according to the risk conduction mechanism, so that active intervention and accurate blocking of a specific risk chain are realized.