GAN Evaluation Report - Patient EM31082020

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

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

0.877

SSIM Score

0.091

RMSE

0.043

MAE

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

0.898

SSIM Score (Avg)

0.080

RMSE (Avg)

0.039

MAE (Avg)

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

0.877

HU SSIM

90.7

HU RMSE

42.8

HU MAE

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

0.898

HU SSIM (Avg)

80.2

HU RMSE (Avg)

39.5

HU MAE (Avg)

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

0.764

Lung SSIM

90.2

Lung RMSE

42.2

Lung MAE

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

0.782

Lung SSIM (Avg)

79.7

Lung RMSE (Avg)

38.8

Lung MAE (Avg)

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

0.800

Mediastinum SSIM

36.3

Mediastinum RMSE

13.7

Mediastinum MAE

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

0.781

Mediastinum SSIM (Avg)

33.0

Mediastinum RMSE (Avg)

12.8

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	0.933	0.057	0.029	0.933	57.5	28.8	0.834	56.7	27.9	0.796	28.2	11.0
EM31082020_slice_1	0.931	0.058	0.029	0.931	58.3	29.1	0.832	57.5	28.2	0.796	28.6	11.3
EM31082020_slice_2	0.926	0.060	0.031	0.926	59.9	30.8	0.824	59.0	29.9	0.794	29.3	11.8
EM31082020_slice_3	0.930	0.062	0.030	0.930	61.6	30.1	0.832	60.9	29.4	0.800	28.5	10.9
EM31082020_slice_4	0.929	0.063	0.031	0.929	63.5	31.1	0.827	62.8	30.3	0.798	29.1	10.9
EM31082020_slice_5	0.927	0.065	0.032	0.927	64.6	32.3	0.820	63.9	31.5	0.798	29.1	10.9
EM31082020_slice_6	0.924	0.066	0.035	0.924	65.9	34.7	0.812	65.2	33.8	0.796	29.5	11.1
EM31082020_slice_7	0.925	0.067	0.033	0.925	66.9	32.7	0.818	66.2	31.9	0.801	29.1	10.7
EM31082020_slice_8	0.928	0.066	0.031	0.928	66.2	31.4	0.824	65.7	30.7	0.806	28.2	10.3
EM31082020_slice_9	0.926	0.067	0.031	0.926	67.1	31.1	0.824	66.5	30.4	0.806	28.5	10.2
EM31082020_slice_10	0.918	0.069	0.034	0.918	69.2	34.0	0.809	68.4	33.2	0.799	30.1	11.1
EM31082020_slice_11	0.909	0.071	0.037	0.909	71.0	37.5	0.794	70.2	36.5	0.792	31.7	12.2
EM31082020_slice_12	0.910	0.071	0.036	0.910	70.7	35.7	0.798	69.9	34.9	0.796	31.2	11.9
EM31082020_slice_13	0.911	0.071	0.035	0.911	71.4	34.8	0.800	70.8	34.1	0.796	30.8	11.6
EM31082020_slice_14	0.914	0.071	0.034	0.914	70.9	33.8	0.807	70.3	33.2	0.802	29.9	11.2
EM31082020_slice_15	0.904	0.074	0.038	0.904	74.5	37.7	0.793	73.9	37.0	0.793	32.1	12.2
EM31082020_slice_16	0.904	0.075	0.038	0.904	75.2	38.1	0.792	74.6	37.4	0.792	31.9	12.1
EM31082020_slice_17	0.913	0.072	0.033	0.913	72.0	33.1	0.809	71.5	32.6	0.802	29.3	11.0
EM31082020_slice_18	0.901	0.075	0.038	0.901	75.3	37.6	0.791	74.7	36.8	0.793	31.6	12.4
EM31082020_slice_19	0.903	0.074	0.035	0.903	73.8	35.2	0.798	73.3	34.6	0.794	31.3	12.4
EM31082020_slice_20	0.909	0.073	0.034	0.909	73.5	34.3	0.805	73.0	33.8	0.797	30.4	11.7
EM31082020_slice_21	0.900	0.076	0.038	0.900	75.8	37.6	0.790	75.2	37.0	0.790	32.5	12.7
EM31082020_slice_22	0.900	0.076	0.038	0.900	75.9	38.3	0.787	75.3	37.6	0.792	32.3	12.4
EM31082020_slice_23	0.900	0.076	0.039	0.900	76.5	39.2	0.785	75.9	38.5	0.792	32.1	12.3
EM31082020_slice_24	0.903	0.077	0.038	0.903	76.5	37.7	0.790	76.0	37.0	0.794	31.3	12.0
EM31082020_slice_25	0.901	0.077	0.037	0.901	77.0	36.6	0.792	76.6	36.0	0.793	31.4	12.2
EM31082020_slice_26	0.895	0.080	0.038	0.895	79.6	38.0	0.785	79.2	37.4	0.787	32.4	12.8
EM31082020_slice_27	0.888	0.081	0.039	0.888	81.1	39.0	0.778	80.7	38.4	0.783	33.5	13.6
EM31082020_slice_28	0.890	0.080	0.039	0.890	80.1	39.4	0.779	79.7	38.9	0.784	33.4	13.5
EM31082020_slice_29	0.891	0.079	0.042	0.891	79.1	41.8	0.775	78.6	41.1	0.782	33.3	13.5
EM31082020_slice_30	0.894	0.079	0.043	0.894	78.8	42.7	0.773	78.2	42.0	0.782	32.7	13.0
EM31082020_slice_31	0.904	0.077	0.041	0.904	77.4	41.3	0.785	76.8	40.6	0.789	31.6	12.0
EM31082020_slice_32	0.903	0.077	0.041	0.903	76.7	41.1	0.782	76.1	40.4	0.788	32.0	12.2
EM31082020_slice_33	0.897	0.077	0.041	0.897	77.5	40.8	0.776	76.9	40.1	0.780	32.7	12.7
EM31082020_slice_34	0.893	0.077	0.040	0.893	77.1	39.5	0.777	76.7	38.9	0.783	32.7	13.0
EM31082020_slice_35	0.888	0.078	0.040	0.888	77.9	40.1	0.771	77.5	39.6	0.781	33.2	13.5
EM31082020_slice_36	0.891	0.078	0.040	0.891	78.2	40.3	0.773	77.7	39.7	0.779	33.1	13.4
EM31082020_slice_37	0.890	0.081	0.043	0.890	81.2	43.4	0.768	80.6	42.6	0.777	33.2	13.3
EM31082020_slice_38	0.890	0.082	0.044	0.890	81.7	43.7	0.767	81.1	42.8	0.778	33.2	13.4
EM31082020_slice_39	0.894	0.081	0.043	0.894	81.5	43.3	0.771	80.9	42.5	0.775	32.9	13.2
EM31082020_slice_40	0.887	0.081	0.045	0.887	81.1	44.9	0.761	80.5	44.1	0.769	34.0	13.9
EM31082020_slice_41	0.884	0.081	0.044	0.884	80.8	44.4	0.759	80.2	43.6	0.768	34.4	14.3
EM31082020_slice_42	0.885	0.080	0.044	0.885	80.3	43.6	0.760	79.7	42.8	0.768	34.6	14.3
EM31082020_slice_43	0.892	0.080	0.040	0.892	80.1	40.2	0.774	79.7	39.6	0.776	33.1	13.4
EM31082020_slice_44	0.898	0.080	0.040	0.898	80.1	40.0	0.777	79.6	39.3	0.776	32.3	12.8
EM31082020_slice_45	0.900	0.079	0.041	0.900	79.4	40.8	0.777	79.0	40.0	0.776	32.1	12.7
EM31082020_slice_46	0.894	0.082	0.043	0.894	81.6	43.1	0.765	81.1	42.4	0.770	32.8	13.1
EM31082020_slice_47	0.894	0.082	0.042	0.894	82.1	41.6	0.768	81.7	40.9	0.770	32.8	13.1
EM31082020_slice_48	0.894	0.081	0.041	0.894	80.5	40.7	0.770	80.1	40.0	0.773	32.7	13.2
EM31082020_slice_49	0.896	0.080	0.040	0.896	80.1	39.8	0.772	79.7	39.2	0.772	32.1	12.8
EM31082020_slice_50	0.901	0.078	0.038	0.901	78.2	38.4	0.779	77.8	37.8	0.776	31.5	12.4
EM31082020_slice_51	0.905	0.076	0.037	0.905	75.8	36.5	0.786	75.5	36.0	0.782	30.5	11.9
EM31082020_slice_52	0.907	0.076	0.036	0.907	75.7	36.0	0.789	75.4	35.4	0.780	30.7	11.9
EM31082020_slice_53	0.905	0.077	0.037	0.905	76.6	36.8	0.785	76.2	36.3	0.781	30.6	11.9
EM31082020_slice_54	0.904	0.077	0.038	0.904	77.1	37.7	0.783	76.7	37.2	0.782	30.9	12.0
EM31082020_slice_55	0.902	0.078	0.038	0.902	78.5	38.3	0.779	78.1	37.7	0.782	31.2	12.0
EM31082020_slice_56	0.903	0.076	0.038	0.903	76.4	37.9	0.780	76.0	37.3	0.785	31.0	12.1
EM31082020_slice_57	0.904	0.074	0.036	0.904	74.4	36.2	0.783	74.0	35.7	0.788	30.2	11.7
EM31082020_slice_58	0.900	0.075	0.036	0.900	75.3	36.5	0.778	74.9	35.9	0.785	31.1	12.2
EM31082020_slice_59	0.897	0.077	0.037	0.897	77.0	36.8	0.774	76.6	36.3	0.784	31.4	12.2
EM31082020_slice_60	0.893	0.077	0.037	0.893	77.4	37.0	0.771	77.0	36.5	0.785	31.8	12.3
EM31082020_slice_61	0.892	0.077	0.037	0.892	76.9	36.6	0.771	76.5	36.0	0.789	31.6	12.1
EM31082020_slice_62	0.890	0.077	0.037	0.890	76.8	37.2	0.769	76.3	36.6	0.793	32.1	12.5
EM31082020_slice_63	0.887	0.077	0.038	0.887	76.8	37.7	0.767	76.3	37.0	0.798	32.7	12.7
EM31082020_slice_64	0.883	0.079	0.039	0.883	79.0	38.9	0.766	78.4	38.1	0.799	33.6	12.9
EM31082020_slice_65	0.883	0.083	0.038	0.883	82.6	38.4	0.770	82.1	37.7	0.805	33.4	12.7
EM31082020_slice_66	0.857	0.098	0.046	0.857	98.1	46.0	0.745	97.6	45.2	0.792	38.5	14.9
EM31082020_slice_67	0.849	0.100	0.047	0.849	100.0	47.2	0.740	99.5	46.4	0.793	40.6	15.6
EM31082020_slice_68	0.857	0.099	0.048	0.857	99.3	47.5	0.743	98.7	46.8	0.798	39.9	14.9
EM31082020_slice_69	0.869	0.090	0.043	0.869	90.1	43.1	0.757	89.5	42.4	0.801	38.3	14.3
EM31082020_slice_70	0.877	0.091	0.043	0.877	90.7	42.8	0.764	90.2	42.2	0.800	36.3	13.7
EM31082020_slice_71	0.873	0.118	0.050	0.873	118.2	50.3	0.762	117.8	49.6	0.790	38.4	14.4
EM31082020_slice_72	0.869	0.131	0.056	0.869	130.6	56.2	0.758	130.3	55.6	0.776	42.1	15.5
EM31082020_slice_73	0.876	0.129	0.055	0.876	128.6	54.6	0.766	128.4	54.1	0.770	40.9	15.0
EM31082020_slice_74	0.880	0.125	0.053	0.880	125.3	53.2	0.767	125.0	52.7	0.757	41.9	15.3
EM31082020_slice_75	0.888	0.114	0.049	0.888	113.6	49.1	0.773	113.3	48.6	0.754	38.8	14.4
EM31082020_slice_76	0.893	0.103	0.045	0.893	103.1	45.4	0.775	102.8	44.9	0.748	37.2	14.3
EM31082020_slice_77	0.895	0.096	0.043	0.895	96.2	43.2	0.774	95.9	42.8	0.740	36.9	14.3
EM31082020_slice_78	0.902	0.089	0.040	0.902	89.2	39.7	0.783	88.9	39.3	0.743	35.5	13.7
EM31082020_slice_79	0.902	0.085	0.040	0.902	84.8	40.2	0.776	84.5	39.7	0.736	35.3	14.0
EM31082020_slice_80	0.898	0.083	0.043	0.898	82.7	43.4	0.764	82.2	42.8	0.731	36.3	14.7
EM31082020_slice_81	0.897	0.080	0.044	0.897	79.9	44.1	0.761	79.3	43.5	0.728	37.0	15.1
EM31082020_slice_82	0.895	0.078	0.044	0.895	78.2	43.5	0.759	77.6	43.0	0.727	37.1	15.3
EM31082020_slice_83	0.900	0.075	0.040	0.900	75.4	40.5	0.766	74.7	39.9	0.727	36.4	15.0
EM31082020_slice_84	0.903	0.075	0.041	0.903	74.9	41.0	0.766	74.3	40.4	0.727	35.4	14.7