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Table 3 Different dimensional method and parameters used in proposed method

From: Multimodal Biomedical Image Segmentation using Multi-Dimensional U-Convolutional Neural Network

Two-dimensional

Three-dimensional

Type

Parameters

Type

Parameters

Traditional U-Net

7,961,534

Traditional U-Net

19,565,211

Proposed framework

7,162,381

Proposed framework

17,981,297