Intuitively, integrating segmentation of bone erosion regions should also improve performance similar to including segmentation of joint space regions. Unfortunately, the segmentation of erosion did not improve the performance (Fig. 6). The main reason is that the segmentation of erosion is much harder than narrowing and the quality of segmentation is relatively low. We anticipate that this neural network will further improve with high-quality erosion masks in future studies.