To improve the prediction accuracy of a collision injury level of an injured object person at the time of an automobile collision accident.SOLUTION: A collision injury prediction model creation method for creating a collision injury prediction model used to predict a collision injury level of an injured object person at the time of automobile accident occurrence includes the following steps of: creating a database composed of collision accident images of injured object people observed at the times of automobile accidents occurred in the past and injury information; creating a large number of learning datasets in which collision accident image data is associated with injury information data by converting the database into a format suitable for implementation of machine learning; performing deep learning for the learning datasets by selecting an artificial intelligence model using a multilayered structure algorithm modeling a human brain neural circuit; and creating a learned artificial intelligence model having undergone deep learning as the collision injury prediction model.SELECTED DRAWING: Figure 4
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