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Table 2 Kidney segmentation accuracy comparison on KiTS19 dataset

From: Automated and robust organ segmentation for 3D-based internal dose calculation

Method Dice coefficient% Tumour % Method Dataset
[23] 98.00 73.00 DL 2
[41] 88.00 Non-DL Internal
Our 94.10 DL 2
  1. The reported accuracy is an average of 5 independent runs. The KiTS19 dataset provides independent masks for the kidney tumours. In our implementation, we combined the tumour masks and the kidney masks to determine the total kidney masks
  2. DL, deep learning algorithm; non-DL, other methods