Fig. 6: The modified YOLOv5 for diagnosis of pediatric intussusception and providing surgical indications.

Its structure consists of a backbone network to extract features, a feature pyramid to obtain multiscale features, a prediction head to generate target predictions, and a loss function to optimize the model.