Figure 1

The proposed INHEARIT framework. MRC images (384 ×324 pixels) are cropped into patches (100 × 100 pixels) during the data preparation stage, and the patches are fed into the deep-learning network. The segmentation results are applied to HYDROPS-Mi2 patches as masks, and the endolymphatic hydrops (EH) ratio is calculated from the segmented areas.