Osteolysis: A Literature Review of Basic Science and Potential Computer-Based Image Processing Detection Methods

Figure 10

The U-Net network architecture. The contracting path is composed of two 3 × 3 convolution layers for repetitive processing, each accompanied with a modified linear unit (ReLU). The downsampling is composed of a single 2 × 2 maximum pooling operation [75].