GAN Evaluation Report - Patient EM31082020

Native→Venous Translation Metrics (Generated Venous vs Real Venous)

Targeted Slice 70 - Network-Normalized Analysis (Generated vs Real Venous)

0.886

SSIM Score

0.090

RMSE

0.037

MAE

Average Network-Normalized Metrics Across All Slices (85 slices) - Generated vs Real Venous

0.911

SSIM Score (Avg)

0.080

RMSE (Avg)

0.033

MAE (Avg)

Targeted Slice 70 - HU-Space Analysis (Generated vs Real Venous)

0.886

HU SSIM

89.9

HU RMSE

37.4

HU MAE

Average HU-Space Metrics Across All Slices (85 slices) - Generated vs Real Venous

0.911

HU SSIM (Avg)

79.7

HU RMSE (Avg)

32.6

HU MAE (Avg)

Targeted Slice 70 - Lung Window Analysis (Generated vs Real Venous)

0.797

Lung SSIM

87.2

Lung RMSE

35.8

Lung MAE

Average Lung Window Metrics Across All Slices (85 slices) - Generated vs Real Venous

0.817

Lung SSIM (Avg)

75.5

Lung RMSE (Avg)

30.5

Lung MAE (Avg)

Targeted Slice 70 - Mediastinum Window Analysis (Generated vs Real Venous)

0.807

Mediastinum SSIM

37.0

Mediastinum RMSE

13.2

Mediastinum MAE

Average Mediastinum Window Metrics Across All Slices (85 slices) - Generated vs Real Venous

0.793

Mediastinum SSIM (Avg)

31.7

Mediastinum RMSE (Avg)

11.1

Mediastinum MAE (Avg)

Detailed Per-Slice Metrics

Slice ID	SSIM	RMSE	MAE	HU SSIM	HU RMSE	HU MAE	Lung SSIM	Lung RMSE	Lung MAE	Mediastinum SSIM	Mediastinum RMSE	Mediastinum MAE
EM31082020_slice_0	0.930	0.065	0.026	0.930	64.8	26.5	0.854	54.3	22.4	0.802	29.3	10.7
EM31082020_slice_1	0.924	0.066	0.028	0.924	65.7	27.8	0.848	55.9	23.7	0.800	30.3	11.4
EM31082020_slice_2	0.928	0.065	0.028	0.928	65.3	28.0	0.852	56.2	24.2	0.805	29.2	10.7
EM31082020_slice_3	0.928	0.067	0.029	0.928	66.7	28.8	0.853	58.1	25.1	0.809	29.3	10.6
EM31082020_slice_4	0.927	0.069	0.029	0.927	69.0	29.0	0.850	59.9	25.2	0.806	30.0	10.6
EM31082020_slice_5	0.926	0.072	0.029	0.926	71.8	29.0	0.846	60.8	25.1	0.807	30.2	10.6
EM31082020_slice_6	0.926	0.071	0.029	0.926	70.7	29.1	0.845	60.7	25.5	0.808	29.8	10.5
EM31082020_slice_7	0.925	0.070	0.029	0.925	70.0	29.2	0.843	63.3	25.9	0.808	29.6	10.4
EM31082020_slice_8	0.924	0.071	0.029	0.924	70.7	29.3	0.840	63.8	25.9	0.809	30.0	10.4
EM31082020_slice_9	0.924	0.071	0.029	0.924	70.8	29.1	0.839	64.0	25.8	0.808	30.1	10.3
EM31082020_slice_10	0.918	0.072	0.030	0.918	72.2	30.1	0.835	65.5	26.7	0.805	31.4	10.7
EM31082020_slice_11	0.920	0.071	0.030	0.920	70.8	29.9	0.835	65.3	27.0	0.809	30.0	10.3
EM31082020_slice_12	0.918	0.071	0.030	0.918	71.0	30.2	0.832	66.2	27.6	0.808	30.2	10.4
EM31082020_slice_13	0.920	0.071	0.030	0.920	71.1	30.3	0.831	66.8	28.0	0.809	29.8	10.2
EM31082020_slice_14	0.919	0.072	0.031	0.919	72.3	30.6	0.831	67.7	28.2	0.809	30.2	10.3
EM31082020_slice_15	0.916	0.074	0.031	0.916	74.4	30.8	0.828	69.8	28.3	0.806	30.7	10.3
EM31082020_slice_16	0.915	0.075	0.031	0.915	75.0	31.0	0.827	70.1	28.5	0.806	30.5	10.3
EM31082020_slice_17	0.915	0.074	0.031	0.915	73.8	30.7	0.826	69.4	28.3	0.805	30.2	10.3
EM31082020_slice_18	0.918	0.074	0.030	0.918	74.0	30.3	0.827	70.0	28.1	0.809	28.7	9.7
EM31082020_slice_19	0.919	0.073	0.030	0.919	73.1	30.0	0.828	69.3	27.9	0.809	28.7	9.8
EM31082020_slice_20	0.925	0.072	0.029	0.925	72.2	29.5	0.833	68.8	27.7	0.810	28.3	9.6
EM31082020_slice_21	0.922	0.074	0.030	0.922	74.0	30.1	0.830	70.2	28.1	0.808	29.2	9.7
EM31082020_slice_22	0.922	0.074	0.030	0.922	74.2	30.3	0.830	69.7	28.0	0.809	29.3	9.7
EM31082020_slice_23	0.921	0.075	0.030	0.921	75.3	30.5	0.830	70.6	28.1	0.812	29.3	9.6
EM31082020_slice_24	0.921	0.076	0.031	0.921	75.6	30.6	0.830	71.2	28.3	0.811	28.9	9.4
EM31082020_slice_25	0.920	0.076	0.031	0.920	76.4	31.3	0.828	72.1	29.1	0.808	28.9	9.4
EM31082020_slice_26	0.915	0.078	0.032	0.915	78.4	32.1	0.822	74.5	30.0	0.804	29.1	9.6
EM31082020_slice_27	0.912	0.079	0.033	0.912	79.3	32.6	0.818	75.8	30.8	0.801	29.2	9.8
EM31082020_slice_28	0.911	0.079	0.032	0.911	79.0	32.4	0.818	75.4	30.4	0.800	30.0	10.1
EM31082020_slice_29	0.918	0.076	0.031	0.918	76.2	31.2	0.825	72.7	29.2	0.805	28.9	9.6
EM31082020_slice_30	0.920	0.076	0.031	0.920	76.0	31.0	0.826	71.9	28.8	0.807	28.7	9.5
EM31082020_slice_31	0.924	0.075	0.031	0.924	74.6	30.5	0.831	70.2	28.2	0.809	29.2	9.6
EM31082020_slice_32	0.925	0.073	0.030	0.925	73.4	30.1	0.831	69.2	27.9	0.809	29.0	9.5
EM31082020_slice_33	0.919	0.075	0.031	0.919	75.0	30.9	0.823	71.2	28.9	0.801	29.6	9.9
EM31082020_slice_34	0.914	0.076	0.031	0.914	75.6	31.4	0.819	72.0	29.5	0.798	29.6	10.0
EM31082020_slice_35	0.913	0.076	0.031	0.913	76.0	31.4	0.816	72.7	29.6	0.799	29.4	10.0
EM31082020_slice_36	0.916	0.076	0.032	0.916	76.4	31.6	0.819	72.8	29.6	0.798	29.4	9.9
EM31082020_slice_37	0.917	0.078	0.032	0.917	78.3	32.0	0.819	74.8	30.0	0.800	29.0	9.7
EM31082020_slice_38	0.915	0.080	0.033	0.915	79.8	32.7	0.816	75.8	30.5	0.797	29.5	9.8
EM31082020_slice_39	0.918	0.078	0.032	0.918	78.0	32.2	0.819	74.5	30.3	0.794	29.2	9.9
EM31082020_slice_40	0.912	0.078	0.033	0.912	78.5	32.6	0.814	75.0	30.5	0.790	30.0	10.3
EM31082020_slice_41	0.911	0.078	0.033	0.911	77.9	32.9	0.812	74.3	30.9	0.788	30.3	10.5
EM31082020_slice_42	0.913	0.077	0.032	0.913	77.1	32.3	0.813	73.3	30.4	0.789	30.4	10.4
EM31082020_slice_43	0.908	0.080	0.034	0.908	80.2	33.6	0.806	76.2	31.6	0.786	31.3	10.7
EM31082020_slice_44	0.911	0.080	0.033	0.911	80.1	33.2	0.809	76.2	31.2	0.784	30.8	10.4
EM31082020_slice_45	0.912	0.080	0.033	0.912	80.1	33.1	0.808	76.0	31.0	0.782	31.0	10.6
EM31082020_slice_46	0.910	0.081	0.033	0.910	80.6	33.4	0.805	76.7	31.4	0.781	31.1	10.7
EM31082020_slice_47	0.917	0.080	0.033	0.917	80.5	32.9	0.811	76.8	31.2	0.787	30.0	10.3
EM31082020_slice_48	0.918	0.080	0.033	0.918	79.6	32.5	0.812	76.0	30.8	0.790	29.4	10.0
EM31082020_slice_49	0.916	0.080	0.033	0.916	79.7	32.6	0.810	76.1	30.9	0.786	29.4	10.1
EM31082020_slice_50	0.919	0.078	0.032	0.919	78.1	32.1	0.813	74.5	30.4	0.786	29.2	10.0
EM31082020_slice_51	0.919	0.077	0.032	0.919	76.5	31.9	0.813	72.3	30.0	0.787	29.2	10.0
EM31082020_slice_52	0.918	0.076	0.032	0.918	75.8	31.8	0.814	71.6	29.9	0.785	29.7	10.2
EM31082020_slice_53	0.919	0.077	0.032	0.919	76.8	32.0	0.814	72.7	30.2	0.787	29.7	10.1
EM31082020_slice_54	0.920	0.077	0.032	0.920	77.0	31.9	0.815	73.3	30.2	0.789	29.3	9.9
EM31082020_slice_55	0.917	0.078	0.032	0.917	78.4	32.1	0.813	74.6	30.3	0.790	29.4	10.0
EM31082020_slice_56	0.917	0.076	0.032	0.917	76.3	31.5	0.812	72.5	29.7	0.791	29.5	10.1
EM31082020_slice_57	0.917	0.075	0.031	0.917	75.2	31.3	0.811	71.5	29.5	0.795	29.0	9.9
EM31082020_slice_58	0.913	0.076	0.032	0.913	75.9	32.0	0.805	72.3	30.2	0.791	30.0	10.3
EM31082020_slice_59	0.913	0.076	0.032	0.913	76.1	32.0	0.804	72.5	30.3	0.792	30.0	10.3
EM31082020_slice_60	0.910	0.078	0.033	0.910	77.8	32.6	0.802	73.9	30.8	0.793	30.4	10.3
EM31082020_slice_61	0.910	0.077	0.032	0.910	76.8	32.4	0.802	73.5	30.7	0.798	29.8	10.0
EM31082020_slice_62	0.913	0.075	0.032	0.913	75.4	32.0	0.807	72.4	30.5	0.805	29.7	9.9
EM31082020_slice_63	0.909	0.075	0.032	0.909	75.4	32.4	0.806	72.4	30.8	0.809	30.1	10.1
EM31082020_slice_64	0.898	0.079	0.034	0.898	78.6	34.0	0.799	75.2	32.1	0.807	32.9	11.3
EM31082020_slice_65	0.865	0.086	0.040	0.865	86.5	40.0	0.773	83.0	37.7	0.794	39.5	15.1
EM31082020_slice_66	0.858	0.100	0.044	0.858	99.8	44.2	0.769	96.8	42.1	0.792	41.3	15.5
EM31082020_slice_67	0.810	0.107	0.050	0.810	107.0	50.5	0.733	103.2	47.5	0.772	53.8	21.5
EM31082020_slice_68	0.877	0.098	0.041	0.877	97.9	40.7	0.788	95.3	39.1	0.811	38.9	13.2
EM31082020_slice_69	0.887	0.088	0.036	0.887	87.6	36.2	0.799	84.8	34.6	0.813	36.7	12.4
EM31082020_slice_70	0.886	0.090	0.037	0.886	89.9	37.4	0.797	87.2	35.8	0.807	37.0	13.2
EM31082020_slice_71	0.883	0.116	0.043	0.883	115.8	43.2	0.797	114.0	41.8	0.799	38.5	13.8
EM31082020_slice_72	0.879	0.127	0.047	0.879	126.8	46.7	0.796	125.2	45.4	0.787	42.4	15.1
EM31082020_slice_73	0.892	0.123	0.044	0.892	123.0	44.2	0.809	121.4	43.0	0.784	38.5	13.4
EM31082020_slice_74	0.898	0.119	0.043	0.898	118.7	42.6	0.813	117.0	41.3	0.776	38.1	13.1
EM31082020_slice_75	0.899	0.108	0.040	0.899	108.3	39.7	0.810	106.4	38.2	0.765	36.9	13.2
EM31082020_slice_76	0.901	0.099	0.037	0.901	99.4	36.9	0.809	97.4	35.6	0.758	36.2	13.3
EM31082020_slice_77	0.905	0.092	0.035	0.905	92.4	34.9	0.808	90.5	33.6	0.750	35.7	13.4
EM31082020_slice_78	0.909	0.086	0.033	0.909	86.5	32.9	0.810	84.5	31.5	0.746	34.8	13.1
EM31082020_slice_79	0.910	0.082	0.032	0.910	81.8	31.8	0.808	79.8	30.4	0.743	34.2	13.3
EM31082020_slice_80	0.909	0.078	0.031	0.909	78.0	30.6	0.807	76.0	29.3	0.741	34.4	13.5
EM31082020_slice_81	0.905	0.075	0.030	0.905	75.2	30.3	0.802	72.9	29.0	0.739	35.7	14.3
EM31082020_slice_82	0.907	0.073	0.029	0.907	72.7	29.1	0.803	70.5	27.8	0.739	34.9	14.0
EM31082020_slice_83	0.909	0.071	0.029	0.909	71.3	28.9	0.804	69.0	27.6	0.737	35.2	14.1
EM31082020_slice_84	0.910	0.070	0.029	0.910	70.4	29.0	0.803	68.1	27.7	0.736	34.6	14.1