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. Author manuscript; available in PMC: 2022 Oct 1.
Published in final edited form as: IEEE Trans Med Imaging. 2021 Sep 30;40(10):2820–2831. doi: 10.1109/TMI.2021.3055483

TABLE III.

Comparison of cell segmentation accuracy among four different methods.

Method AP (%) DC (%) AD (%) ASD (Pix) RSD (Pix) MSD (Pix)
1 74±11 84±9 23±49 1.8±1.3 2.2±1.8 4.7±4.4
2 63±10 77±8 34±12 2.4±0.9 2.7±1.0 4.9±1.9
3 33±4 50±5 46±23 - - -
4 79±11 88±8 17±21 1.4±0.9 1.7±1.0 3.5±2.0

1: Early version of A-GANs with fine-tuning parameter adjustment [29].

2: Multi-channel U-Net without the level-set segmentation.

3: C-GANs-based method [23].

4: A-GANs (R64 G248 from this paper).