Table 3.

(a) Dice Similarity Coefficient (DSC) and (b) Mean Surface Distance (MSD) (in units of mm) for progressively adding different training and testing settings: projective deformation (PD), deep-supervised training (DS), multi-view training (MTT), and multi-view inference (MTI). “*” indicates significant difference (p < 0.05/8 = 6.25e-3 considering Bonferroni correction) when comparing each of the other scenarios to the baseline model - the non-normalized DenseUnet (k=48) network. Best performances are highlighted in bold.

(a)
	Liver	Pancreas	Right Kidney	Left Kidney	Stomach	Duodenum	Small Intestine	Spinal Cord	Vertebral Body	Spleen	Mean	P-value	Time (s)
Baseline	0.961±0.008	0.860±0.042	0.954±0.006	0.952±0.009	0.907±0.024	0.766±0.066	0.839±0.085	0.898±0.021	0.886±0.015	0.944±0.013	0.897±0.059	-	8.31
+PD	0.962±0.008	0.864±0.034	0.953±0.007	0.952±0.007	0.913±0.027	0.775±0.055	0.846±0.091	0.898±0.024	0.895±0.016	0.944±0.011	0.900±0.056	7.377e-02	8.37
+PD+DS	0.960±0.010	0.869±0.038	0.953±0.007	0.952±0.008	0.916±0.019	0.771±0.074	0.850±0.077	0.897±0.022	0.893±0.014	0.945±0.013	0.901±0.056	1.811e-02	8.32
+PD+DS +MTT	0.961±0.011	0.870±0.042	0.954±0.007	0.954±0.009	0.913±0.022	0.782±0.069	0.860±0.063	0.895±0.017	0.895±0.011	0.945±0.014	0.903±0.053*	4.604e-03	8.33
+PD+DS +MTT+MTI	0.963±0.010	0.880±0.035	0.954±0.007	0.954±0.008	0.923±0.020	0.801±0.065	0.870±0.060	0.904±0.014	0.900±0.010	0.946±0.013	0.909±0.048*	7.801e-06	12.25
(b)
	Liver	Pancreas	Right Kidney	Left Kidney	Stomach	Duodenum	Small Intestine	Spinal Cord	Vertebral Body	Spleen	Mean	P-value	Time (s)
Baseline	1.135±0.204	1.307±0.472	0.693±0.083	0.812±0.377	1.905±0.698	2.189±0.865	2.771±2.608	0.678±0.098	0.994±0.200	1.047±0.436	1.353±0.669	-	8.31
+PD	1.117±0.248	1.215±0.303	0.685±0.118	0.693±0.137	1.736±0.590	2.128±0.759	2.593±2.942	0.663±0.102	0.938±0.196	1.063±0.645	1.283±0.627	6.927e-02	8.37
+PD+DS	1.194±0.296	1.169±0.368	0.681±0.103	0.734±0.180	1.618±0.429	2.262±1.007	2.744±2.860	0.667±0.088	0.948±0.119	1.221±0.869	1.324±0.661	1.654e-02	8.32
+PD+DS +MTT	1.137±0.303	1.167±0.363	0.657±0.084	0.655±0.094	1.618±0.505	2.254±0.924	1.959±1.709	0.675±0.076	0.939±0.106	1.027±0.505	1.209±0.532*	2.939e-03	8.33
+PD+DS +MTT+MTI	1.072±0.268	1.027±0.273	0.655±0.087	0.645±0.090	1.338±0.308	1.831±0.873	1.960±2.671	0.630±0.070	0.892±0.098	0.941±0.321	1.099±0.451*	2.493e-06	12.25