A Multiscale-Based Adjustable Convolutional Neural Network for Multiple Organ Segmentation

Table 5

Comparison results of DSC (%) of the proposed method and the state-of-the-art methods on the in-house dataset.

	L-lung	R-lung	Heart	Sp-Co	Mean
U-Net [4]	96.86	96.88	94.40	89.20	94.34
PSPNet [7]	96.83	96.70	94.12	83.70	92.84
DeepLab v3+ [11]	97.25	97.01	94.10	89.07	94.36
DANet [12]	93.24	93.74	85.68	59.76	83.11
Attention U-Net [5]	97.24	97.10	94.36	91.09	94.95
Nested U-Net [6]	96.69	96.76	94.51	89.91	94.47
Ours	97.76	97.52	95.27	92.24	95.70