The invention discloses an enterogastritis-related
convulsion prediction method and
system, and the method comprises the steps: obtaining the historical clinical data of a patient, screening the index data of the occurrence of enterogastritis-related
convulsion from the historical clinical data, carrying out the data preprocessing of the collected index data, obtaining multi-
modal clinical data, taking the multi-
modal clinical data as an input feature, and carrying out the prediction of the enterogastritis-related
convulsion. The method comprises the following steps: taking whether a patient has convulsion within a preset time as a prediction target, training to obtain a corresponding convulsion prediction model, inputting clinical data of a to-be-assessed patient into the convulsion prediction model obtained by training to output a convulsion occurrence
risk probability value, determining a
risk level corresponding to the convulsion occurrence
risk probability value, and comprehensively analyzing various factors to determine the
risk level of the to-be-assessed patient. The risk of convulsion possibly occurring in the gastroenteritis patient is predicted in advance, so that corresponding prevention measures can be taken in time, the occurrence rate of convulsion is reduced, and the
treatment effect and
life quality of the patient are improved.