The invention provides a colonoscope operation
nursing scheme determination method and
system based on clinical data, and relates to the technical field of colonoscope examination. The method comprises the steps of obtaining clinical data of a patient, obtaining a first
feature vector and a second
feature vector according to the clinical data, inputting the first
feature vector into an improved CNN network, outputting a first
nursing scheme, inputting the second feature vector into an improved LSTM network, and outputting a second
nursing scheme. According to the method, accurate analysis vectors are constructed by fusing multi-dimensional
patient data, a scientific basis of a personalized operation nursing scheme is realized, meanwhile, the effectiveness and pertinence of the scheme are improved by applying double models, a
data processing flow is screened and optimized by correlation, and adaptive adjustment is performed on
model parameters; and the scientificity, efficiency, patient acceptability and medical
service quality of colonoscope operation nursing are comprehensively improved.