Analysis of the influencing factors of opening of human anatomy laboratory based on the BP neural network model

ObjectiveTo explore the influencing factors of clinical medical students′ participation in open teaching of human anatomy laboratory based on back propagation(BP) neural network model.

MethodsA questionnaire survey was conducted through online survey, and the univariate analysis and BP neural network model were used to analyze the factors affecting clinical medical students′ participation in the open teaching of human anatomy laboratory.

ResultsA total of 595 valid questionnaires were collected from clinical medical students.The results of univariate analysis showed that the desire of opening of clinical medical students affected the participation of clinical medical students in laboratory opening(P < 0.05) and ranked first after the standardization of BP neural network model, and the area under the ROC curve of the model was 0.724.

ConclusionsThe desire of clinical medical students to open human anatomy laboratory is an important factor that affects the participation of clinical medical students in the opening of human anatomy laboratory.