3D-Based Model Shown Most Effective in Segmenting Inner Ear for Calculation of EH Volume Ratio April 3, 2025 The 3D U-Net model was shown to be superior in performance to the 2D model in analyzing EH volume ratio, and the 3D model with data pairing performed better than the model without data pairing.