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. Author manuscript; available in PMC: 2022 Jul 1.
Published in final edited form as: J Arthroplasty. 2021 Feb 16;36(7):2510–2517.e6. doi: 10.1016/j.arth.2021.02.026

Figure 2.

Figure 2.

Architecture of U-Net CNN model used to segment the radiographic images. Encoder of the model had the VGG-16 architecture and its initial weights were pooled from a model pre-trained on the ImageNet database. The output of the model will initially have three channels (in AP model) or two channels (in cross-table lateral model). An argmax function will change this output to a one-channel 512×512-pixel mask, that is then used for image processing.