Figure 1.

Schematic view of deep learning training with caries segmentation in periapical X-ray. During repetitive step between prediction (forward propagation) and error minimization (backward propagation), deep learning network learns from data lowering error between prediction and ground truth labels. Error minimization occurs gradually (downhill small arrows) using differentiation of the error of partitioned dataset which is called minibatch.