. Author manuscript; available in PMC: 2018 Nov 12.

Published in final edited form as: Med Image Comput Comput Assist Interv. 2018 Sep 13;11072:411–419. doi: 10.1007/978-3-030-00931-1_47

Table 1.

Segmentation accuracy on 18 6-month-old infant images, and diagnosis accuracy on other 59 infant subjects (29 autistics and 30 normal controls) from NDAR. The bold values indicate that our proposed method is significantly better than others with p-value < 0.005.

Method	Dice ratio (%)			MHD (mm)			Accuracy & AUC
Method	CSF	GM	WM	CSF	GM	WM	Accuracy & AUC
SegNet [21]	89.5 ± 1.41	75.5 ± 0.96	80.6 ± 1.23	8.81 ± 1.11	7.80 ± 1.49	9.11 ± 1.10	0.67, 0.43
U-Net [12]	92.7 ± 0.89	89.0 ± 0.56	91.9 ± 0.43	6.68 ± 0.80	6.62 ± 0.74	6.79 ± 0.61	0.78, 0.53
Bui et al. [22]	92.3 ± 0.85	88.5 ± 0.57	91.6 ± 0.44	6.59 ± 0.86	6.97 ± 1.22	8.08 ± 2.09	0.87, 0.51
Proposed	95.8 ± 0.58	92.3 ± 0.54	93.3 ± 0.43	5.59 ± 0.72	5.84 ± 0.88	5.05 ± 1.10	0.90, 0.98