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Fig 1.

MIS-Net model structure.

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Fig 2.

MIS-Net encdoing module structure.

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Fig 3.

MIS-Net decoding module structure.

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Fig 4.

3D ASPP module structure.

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Fig 5.

CT sections, left and right lung labels and post-overlap effects in the COVID-19 dataset.

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Fig 6.

CT sections, liver labels and post-overlap effects in the LiTS dataset.

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Fig 7.

Comparison of right and left lung segmentation results.

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Fig 8.

Comparison of right and left lung segmentation results.

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Fig 9.

Comparison of V-Net and MIS-Net CT lung segmentation details.

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Table 1.

Comparison of the results of different segmentation methods for segmenting left and right lungs.

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Fig 10.

Comparison of liver segmentation results.

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Fig 11.

Comparison of liver segmentation results.

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Table 2.

Comparison of the results of different segmentation methods for segmenting liver.

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Fig 12.

Comparison of V-Net and MIS-Net CT liver segmentation details.

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Table 3.

Ablation experiments in LiTS17 datasets.

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Fig 13.

VNet loss VS MIS-Net loss.

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Fig 14.

COVID-19 3D visualization of segmentation results.

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Fig 15.

LiTS17 3D visualization of segmentation results.

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